presseportale/tests/Feature/Images/ImagePrecheckTest.php

<?php

use App\Enums\AiImageDeclaration;
use App\Enums\ImagePrecheckCategory;
use App\Enums\ImagePrecheckOutcome;
use App\Enums\PressReleaseStatus;
use App\Models\Category;
use App\Models\Company;
use App\Models\KiAudit;
use App\Models\PressRelease;
use App\Models\PressReleaseImage;
use App\Models\User;
use App\Services\Image\Precheck\ImagePrecheckResult;
use App\Services\Image\Precheck\ImagePrecheckReviewService;
use App\Services\Image\Precheck\ImagePrecheckService;
use App\Services\PressRelease\Images\ImageSubmission;
use App\Services\PressRelease\Images\ImageUploadActor;
use App\Services\PressRelease\Images\ImageUploadException;
use App\Services\PressRelease\Images\PressReleaseImageUploader;
use Database\Seeders\LegalDocumentSeeder;
use Database\Seeders\LegalTextSeeder;
use Database\Seeders\RolesAndPermissionsSeeder;
use Illuminate\Http\Client\Request;
use Illuminate\Http\UploadedFile;
use Illuminate\Support\Facades\Http;
use Illuminate\Support\Facades\Storage;
use Livewire\Livewire;
use Tests\TestCase;

beforeEach(function (): void {
    /** @var TestCase $this */
    Storage::fake('local');
    $this->seed(RolesAndPermissionsSeeder::class);
    $this->seed(LegalDocumentSeeder::class);
    $this->seed(LegalTextSeeder::class);
    config()->set('images.rights_v2', true);
    config()->set('images.precheck.enabled', true);
    config()->set('images.precheck.stage', 2);
    config()->set('images.precheck.provider', 'openai');
    config()->set('services.openai.api_key', 'test-key');
});

/**
 * Antwort des Vision-Modells: alle Kategorien ohne Befund, Überschreibungen
 * als ['stock_watermark' => 0.92] oder ['technical_defect' => ['hit' => true, 'note' => '…']].
 *
 * @param  array<string, float|array<string, mixed>>  $overrides
 */
function precheckFake(array $overrides = []): void
{
    Http::fake(['*' => Http::response(precheckResponseBody($overrides), 200)]);
}

/**
 * Mehrere Antworten nacheinander (ein Http::fake je Test, sonst gewinnt die
 * erste Registrierung).
 *
 * @param  array<string, float|array<string, mixed>>  ...$overridesList
 */
function precheckFakeSequence(array ...$overridesList): void
{
    $sequence = Http::sequence();

    foreach ($overridesList as $overrides) {
        $sequence->push(precheckResponseBody($overrides), 200);
    }

    Http::fake(['*' => $sequence]);
}

/**
 * @param  array<string, float|array<string, mixed>>  $overrides
 * @return array<string, mixed>
 */
function precheckResponseBody(array $overrides = []): array
{
    $categories = [];

    foreach (ImagePrecheckCategory::cases() as $category) {
        $entry = ['hit' => false, 'confidence' => 0.05];

        if ($category === ImagePrecheckCategory::TechnicalDefect) {
            $entry['note'] = '';
        }

        $override = $overrides[$category->value] ?? null;

        if (is_float($override) || is_int($override)) {
            $entry = ['hit' => $override >= 0.5, 'confidence' => (float) $override] + $entry;
        } elseif (is_array($override)) {
            $entry = $override + $entry;
        }

        $categories[$category->value] = $entry;
    }

    return [
        'choices' => [['message' => ['content' => json_encode($categories)]]],
        'usage' => ['total_tokens' => 42],
    ];
}

function precheckResult(array $overrides = []): ImagePrecheckResult
{
    $categories = [];

    foreach (ImagePrecheckCategory::cases() as $category) {
        $value = $overrides[$category->value] ?? 0.0;
        $categories[$category->value] = is_array($value)
            ? $value
            : ['hit' => $value >= 0.5, 'confidence' => $value, 'note' => null];
    }

    return ImagePrecheckResult::ok($categories, 'openai', 'test-model', 'abc');
}

/**
 * @return array{owner: User, pr: PressRelease, company: Company}
 */
function precheckDraft(): array
{
    $owner = User::factory()->create(['is_active' => true]);
    $owner->assignRole('customer');

    $company = Company::factory()->presseecho()->create(['name' => 'Beispiel AG']);
    $owner->companies()->attach($company->id, ['role' => 'owner']);

    $pr = PressRelease::factory()->create([
        'user_id' => $owner->id,
        'company_id' => $company->id,
        'category_id' => Category::factory()->create()->id,
        'portal' => $company->portal->value,
        'status' => PressReleaseStatus::Draft->value,
    ]);

    return compact('owner', 'pr', 'company');
}

function precheckUpload(string $name = 'plain.png'): UploadedFile
{
    $source = base_path('tests/Fixtures/images/'.$name);
    $copy = tempnam(sys_get_temp_dir(), 'pk-precheck-');
    copy($source, $copy);

    return new UploadedFile($copy, $name, mime_content_type($copy), null, true);
}

function precheckSubmission(array $overrides = []): ImageSubmission
{
    return new ImageSubmission(...array_merge([
        'copyright' => 'Beispiel AG',
        'aiDeclaration' => AiImageDeclaration::Original,
        'rightsConfirmed' => true,
        'legalTextKey' => 'img-confirm-v2',
    ], $overrides));
}

function precheckAdmin(): User
{
    $admin = User::factory()->create(['is_active' => true]);
    $admin->assignRole('admin');

    return $admin;
}

// ---------------------------------------------------------------------------
// K.2 Auswertung
// ---------------------------------------------------------------------------

test('reject categories reject from 0.85 and queue between 0.6 and 0.85', function () {
    $service = app(ImagePrecheckService::class);

    expect($service->evaluate(precheckResult(['stock_watermark' => 0.92]), null)->outcome)->toBe(ImagePrecheckOutcome::Reject)
        ->and($service->evaluate(precheckResult(['stock_watermark' => 0.7]), null)->outcome)->toBe(ImagePrecheckOutcome::Queue)
        ->and($service->evaluate(precheckResult(['stock_watermark' => 0.4]), null)->outcome)->toBe(ImagePrecheckOutcome::Pass)
        ->and($service->evaluate(precheckResult(['document_or_id' => 0.9]), null)->outcome)->toBe(ImagePrecheckOutcome::Reject)
        ->and($service->evaluate(precheckResult(['nudity_or_violence' => 0.86]), null)->rejectionMessage())->toContain('Nacktheit oder Gewalt');
});

test('queue categories queue from 0.6 and hints never block', function () {
    $service = app(ImagePrecheckService::class);

    $queued = $service->evaluate(precheckResult(['screenshot_or_collage' => 0.65, 'persons_visible' => 0.9]), null);

    expect($queued->outcome)->toBe(ImagePrecheckOutcome::Queue)
        ->and($queued->hints())->toContain('Auf dem Bild sind Personen zu sehen. Mit Ihrer Bestätigung erklären Sie, dass sie mit der Veröffentlichung einverstanden sind.');

    $hinted = $service->evaluate(precheckResult(['persons_visible' => 0.95, 'license_plate_readable' => 0.3]), null);

    expect($hinted->outcome)->toBe(ImagePrecheckOutcome::Hint)
        ->and($hinted->triggers)->toHaveCount(1);
});

test('looks ai generated is only a hint when the customer declared no ai', function () {
    $service = app(ImagePrecheckService::class);
    $result = precheckResult(['looks_ai_generated' => 0.8]);

    expect($service->evaluate($result, AiImageDeclaration::Original)->hints())->toBe(['Bitte prüfen Sie Ihre Angabe zur KI-Kennzeichnung.'])
        ->and($service->evaluate($result, null)->hints())->toHaveCount(1)
        ->and($service->evaluate($result, AiImageDeclaration::AiGenerated)->outcome)->toBe(ImagePrecheckOutcome::Pass)
        ->and($service->evaluate($result, AiImageDeclaration::AiEdited)->outcome)->toBe(ImagePrecheckOutcome::Pass);
});

test('stage 1 evaluates only the stock watermark and a downgraded category only queues', function () {
    $service = app(ImagePrecheckService::class);
    config()->set('images.precheck.stage', 1);

    expect($service->evaluate(precheckResult(['document_or_id' => 0.99, 'persons_visible' => 0.99]), null)->outcome)->toBe(ImagePrecheckOutcome::Pass)
        ->and($service->evaluate(precheckResult(['stock_watermark' => 0.9]), null)->outcome)->toBe(ImagePrecheckOutcome::Reject);

    config()->set('images.precheck.downgrade_to_queue', ['stock_watermark']);

    expect($service->evaluate(precheckResult(['stock_watermark' => 0.99]), null)->outcome)->toBe(ImagePrecheckOutcome::Queue);
});

test('a technical defect carries its note into the hint and an error result passes through', function () {
    $service = app(ImagePrecheckService::class);

    $defect = $service->evaluate(precheckResult(['technical_defect' => ['hit' => true, 'confidence' => 0.9, 'note' => 'Platzhalterbild']]), null);

    expect($defect->outcome)->toBe(ImagePrecheckOutcome::Hint)
        ->and($defect->hints()[0])->toContain('Platzhalterbild');

    $error = $service->evaluate(ImagePrecheckResult::error('Timeout', 'openai', null, 'abc'), null);

    expect($error->outcome)->toBe(ImagePrecheckOutcome::Error)
        ->and($error->summary())->toBe('nicht geprüft');
});

// ---------------------------------------------------------------------------
// K.1 Treiber
// ---------------------------------------------------------------------------

test('the openai driver sends a downscaled metadata free jpeg as data uri and parses the schema', function () {
    precheckFake(['stock_watermark' => 0.91]);
    $upload = precheckUpload('camera-iptc.jpg');

    $result = app(ImagePrecheckService::class)->run($upload->getRealPath(), 'sha');

    expect($result)->not->toBeNull()
        ->and($result->isError())->toBeFalse()
        ->and($result->provider)->toBe('openai')
        ->and($result->fileSha256)->toBe('sha')
        ->and($result->confidence(ImagePrecheckCategory::StockWatermark))->toBe(0.91)
        ->and($result->raw['sent_size'][0])->toBeLessThanOrEqual(1024);

    Http::assertSent(function (Request $request): bool {
        $payload = $request->data();
        $image = $payload['messages'][1]['content'][1]['image_url']['url'] ?? '';

        if (! str_starts_with($image, 'data:image/jpeg;base64,')) {
            return false;
        }

        $jpeg = base64_decode(substr($image, strlen('data:image/jpeg;base64,')), true);
        $imagick = new Imagick;
        $imagick->readImageBlob((string) $jpeg);

        // Metadaten gestrippt: das Kamera-Fixture trägt im Original ein IPTC-Profil.
        $profiles = $imagick->getImageProfiles('*', false);

        return ($payload['response_format']['type'] ?? null) === 'json_object'
            && ! in_array('iptc', $profiles, true)
            && ! in_array('exif', $profiles, true)
            && str_contains((string) $payload['messages'][0]['content'], 'Identifiziere keine Personen');
    });
});

test('a failing provider yields an error result and never blocks', function () {
    Http::fake(['*' => Http::response('error', 500)]);
    $upload = precheckUpload();

    $result = app(ImagePrecheckService::class)->run($upload->getRealPath(), 'sha');

    expect($result->isError())->toBeTrue()
        ->and($result->errorMessage)->toContain('HTTP 500');
});

test('the check is skipped entirely while disabled', function () {
    config()->set('images.precheck.enabled', false);
    Http::fake();
    ['pr' => $pr] = precheckDraft();

    $image = app(PressReleaseImageUploader::class)->store(precheckUpload(), $pr, precheckSubmission(), ImageUploadActor::form($pr->user, '203.0.113.9', 'Pest'));

    Http::assertNothingSent();
    expect($image->precheck)->toBeNull()
        ->and($image->precheck_outcome)->toBeNull()
        ->and(KiAudit::query()->where('type', KiAudit::TYPE_IMAGE_PRECHECK)->count())->toBe(0);
});

// ---------------------------------------------------------------------------
// K.3 Uploader
// ---------------------------------------------------------------------------

test('a rejected upload stores nothing and leaves an audit entry without the file', function () {
    precheckFake(['stock_watermark' => 0.95]);
    ['pr' => $pr] = precheckDraft();

    expect(fn () => app(PressReleaseImageUploader::class)->store(precheckUpload(), $pr, precheckSubmission(), ImageUploadActor::form($pr->user, '203.0.113.9', 'Pest')))
        ->toThrow(ImageUploadException::class, 'Wasserzeichen einer Bildagentur');

    expect($pr->images()->count())->toBe(0)
        ->and(Storage::disk('local')->allFiles())->toBe([]);

    $audit = KiAudit::query()->where('type', KiAudit::TYPE_IMAGE_PRECHECK)->sole();

    expect($audit->press_release_id)->toBe($pr->id)
        ->and($audit->result)->toBe('reject')
        ->and($audit->raw_response['image_id'])->toBeNull()
        ->and($audit->raw_response['categories']['stock_watermark']['confidence'])->toBe(0.95)
        ->and($audit->reason)->toContain('stock_watermark 0.95');
});

test('a queued upload is stored withheld with review flag, audit and snapshot in the confirmation', function () {
    precheckFake(['screenshot_or_collage' => 0.7, 'persons_visible' => 0.9]);
    ['pr' => $pr] = precheckDraft();

    $image = app(PressReleaseImageUploader::class)->store(precheckUpload(), $pr, precheckSubmission(), ImageUploadActor::form($pr->user, '203.0.113.9', 'Pest'));

    expect($image->precheck_outcome)->toBe(ImagePrecheckOutcome::Queue)
        ->and($image->awaitsPrecheckReview())->toBeTrue()
        ->and($image->isWithheld())->toBeTrue()
        ->and($image->ai_declaration)->toBe(AiImageDeclaration::Original)
        ->and($image->precheck['evaluation']['triggers'][0]['category'])->toBe('screenshot_or_collage')
        ->and($image->latestRightsConfirmation->precheck_snapshot['evaluation']['outcome'])->toBe('queue')
        ->and(PressReleaseImage::query()->publiclyVisible()->whereKey($image->id)->exists())->toBeFalse();

    $audit = KiAudit::query()->where('type', KiAudit::TYPE_IMAGE_PRECHECK)->sole();

    expect($audit->raw_response['image_id'])->toBe($image->id)
        ->and($audit->result)->toBe('queue');
});

test('looks ai generated never changes the declaration and a pass stores the result', function () {
    precheckFake(['looks_ai_generated' => 0.9]);
    ['pr' => $pr] = precheckDraft();

    $image = app(PressReleaseImageUploader::class)->store(precheckUpload(), $pr, precheckSubmission(['aiDeclaration' => AiImageDeclaration::Original]), ImageUploadActor::form($pr->user, '203.0.113.9', 'Pest'));

    expect($image->ai_declaration)->toBe(AiImageDeclaration::Original)
        ->and($image->ai_declaration_locked)->toBeFalse()
        ->and($image->precheck_outcome)->toBe(ImagePrecheckOutcome::Hint)
        ->and($image->awaitsPrecheckReview())->toBeFalse()
        ->and($image->isWithheld())->toBeFalse();
});

test('a preflight result is reused when the hash matches and recomputed otherwise', function () {
    precheckFake();
    ['pr' => $pr] = precheckDraft();
    $upload = precheckUpload();
    $sha = hash_file('sha256', $upload->getRealPath());

    $matching = precheckResult(['persons_visible' => 0.9])->withFileSha256($sha);
    $image = app(PressReleaseImageUploader::class)->store($upload, $pr, precheckSubmission(), ImageUploadActor::form($pr->user, '203.0.113.9', 'Pest'), precheck: $matching);

    Http::assertNothingSent();
    expect($image->precheck_outcome)->toBe(ImagePrecheckOutcome::Hint);

    $pr->images()->forceDelete();

    $stale = precheckResult(['stock_watermark' => 0.99])->withFileSha256('other');
    $second = app(PressReleaseImageUploader::class)->store(precheckUpload(), $pr, precheckSubmission(), ImageUploadActor::form($pr->user, '203.0.113.9', 'Pest'), precheck: $stale);

    Http::assertSentCount(1);
    expect($second->precheck_outcome)->toBe(ImagePrecheckOutcome::Pass);
});

test('a provider failure is stored as error outcome and the image goes through', function () {
    Http::fake(['*' => Http::response('error', 503)]);
    ['pr' => $pr] = precheckDraft();

    $image = app(PressReleaseImageUploader::class)->store(precheckUpload(), $pr, precheckSubmission(), ImageUploadActor::form($pr->user, '203.0.113.9', 'Pest'));

    expect($image->precheck_outcome)->toBe(ImagePrecheckOutcome::Error)
        ->and($image->precheck['status'])->toBe('error')
        ->and($image->isWithheld())->toBeFalse()
        ->and(KiAudit::query()->where('type', KiAudit::TYPE_IMAGE_PRECHECK)->value('result'))->toBe('error');
});

// ---------------------------------------------------------------------------
// K.4 Sichtung
// ---------------------------------------------------------------------------

test('approval releases the image and rejection removes it, both with audit', function () {
    precheckFake(['third_party_logo_prominent' => 0.8]);
    ['pr' => $pr] = precheckDraft();
    $admin = precheckAdmin();
    $reviews = app(ImagePrecheckReviewService::class);

    $image = app(PressReleaseImageUploader::class)->store(precheckUpload(), $pr, precheckSubmission(), ImageUploadActor::form($pr->user, '203.0.113.9', 'Pest'));
    $reviews->approve($image, $admin, 'Eigenes Logo des Kunden.');
    $image->refresh();

    expect($image->awaitsPrecheckReview())->toBeFalse()
        ->and($image->isWithheld())->toBeFalse()
        ->and($image->precheck_reviewed_by)->toBe($admin->id)
        ->and($image->precheck_review_note)->toBe('Eigenes Logo des Kunden.')
        ->and(KiAudit::query()->where('type', KiAudit::TYPE_IMAGE_PRECHECK_REVIEW)->value('result'))->toBe('approved');

    $pr->images()->forceDelete();
    $second = app(PressReleaseImageUploader::class)->store(precheckUpload(), $pr, precheckSubmission(), ImageUploadActor::form($pr->user, '203.0.113.9', 'Pest'));
    $reviews->reject($second, $admin, 'Fremdes Logo, keine Freigabe.');

    expect(PressReleaseImage::withTrashed()->whereKey($second->id)->exists())->toBeFalse()
        ->and(KiAudit::query()->where('type', KiAudit::TYPE_IMAGE_PRECHECK_REVIEW)->where('result', 'rejected')->value('reason'))->toBe('Fremdes Logo, keine Freigabe.');
});

test('the admin page shows the review panel and approves with a note', function () {
    /** @var TestCase $this */
    precheckFake(['license_plate_readable' => 0.75]);
    ['pr' => $pr] = precheckDraft();
    $image = app(PressReleaseImageUploader::class)->store(precheckUpload(), $pr, precheckSubmission(), ImageUploadActor::form($pr->user, '203.0.113.9', 'Pest'));

    $this->actingAs(precheckAdmin());

    Livewire::test('admin.press-releases.show', ['id' => $pr->id])
        ->assertSee('Bild-Sichtung: Vorab-Check hat etwas gefunden')
        ->assertSee('Kfz-Kennzeichen lesbar')
        ->call('approvePrecheck')
        ->assertHasErrors(['precheckNote'])
        ->set('precheckNote', 'Kennzeichen gehört zum Firmenwagen.')
        ->call('approvePrecheck')
        ->assertHasNoErrors()
        ->assertDontSee('Bild-Sichtung: Vorab-Check hat etwas gefunden');

    expect($image->fresh()->isWithheld())->toBeFalse();
});

// ---------------------------------------------------------------------------
// K.5 Formular und API
// ---------------------------------------------------------------------------

test('the form shows the rejection under the file field and hints after preflight', function () {
    /** @var TestCase $this */
    ['owner' => $owner, 'pr' => $pr] = precheckDraft();
    $this->actingAs($owner);

    precheckFakeSequence(['stock_watermark' => 0.9], ['persons_visible' => 0.9, 'looks_ai_generated' => 0.8]);

    Livewire::test('components.press-release-images-manager-v2', ['pressReleaseId' => $pr->id])
        ->call('openUploadForm')
        ->set('newImage', UploadedFile::fake()->image('foto.jpg', 1200, 800))
        ->assertHasErrors(['newImage'])
        ->assertSee('Wasserzeichen einer Bildagentur')
        ->assertSet('newImage', null);

    Livewire::test('components.press-release-images-manager-v2', ['pressReleaseId' => $pr->id])
        ->call('openUploadForm')
        ->set('newImage', UploadedFile::fake()->image('foto.jpg', 1200, 800))
        ->assertHasNoErrors()
        ->assertSee('Auf dem Bild sind Personen zu sehen.')
        ->assertSee('Bitte prüfen Sie Ihre Angabe zur KI-Kennzeichnung.')
        ->set('newAiDeclaration', AiImageDeclaration::AiGenerated->value)
        ->assertDontSee('Bitte prüfen Sie Ihre Angabe zur KI-Kennzeichnung.')
        ->set('newCopyright', 'Beispiel AG')
        ->set('newRightsConfirmed', true)
        ->call('saveImage')
        ->assertHasNoErrors();

    // Die Vorprüfung wurde beim Speichern nicht wiederholt (Hash-Bindung):
    // eine Anfrage je Dateiauswahl, keine beim Speichern.
    Http::assertSentCount(2);

    $image = $pr->images()->sole();

    // Personen-Hinweis bleibt als Ausgang `hint`; die Kennzeichnung ist die Kundenangabe.
    expect($image->precheck_outcome)->toBe(ImagePrecheckOutcome::Hint)
        ->and($image->ai_declaration)->toBe(AiImageDeclaration::AiGenerated)
        ->and($image->isWithheld())->toBeFalse();
});

test('the api answers 422 with the reason on rejection and flags queued images', function () {
    /** @var TestCase $this */
    $user = User::factory()->create();
    $pr = PressRelease::factory()->create(['user_id' => $user->id, 'status' => PressReleaseStatus::Draft->value]);
    apiActingAs($user, ['press-releases:read', 'press-release-images:write']);

    $payload = [
        'copyright' => 'Beispiel AG',
        'ai_declaration' => AiImageDeclaration::Original->value,
        'rights_confirmed' => true,
        'confirm_text_version' => 'img-confirm-v2',
    ];

    precheckFakeSequence(['document_or_id' => 0.9], ['screenshot_or_collage' => 0.7]);

    $this->postJson("/api/v1/press-releases/{$pr->id}/images", $payload + ['image' => UploadedFile::fake()->image('ausweis.jpg', 1000, 700)])
        ->assertUnprocessable()
        ->assertJsonPath('errors.image.0', fn (string $m): bool => str_contains($m, 'Dokument oder einen Ausweis'));

    $this->postJson("/api/v1/press-releases/{$pr->id}/images", $payload + ['image' => UploadedFile::fake()->image('screen.jpg', 1000, 700)])
        ->assertCreated()
        ->assertJsonPath('data.warnings', fn (array $w): bool => in_array('image_under_review', $w, true));
});

test('a formally unusable vision answer becomes an error result, never a pass (N20)', function (array $patch) {
    $categories = json_decode((string) precheckResponseBody()['choices'][0]['message']['content'], true);

    if (array_key_exists('*', $patch)) {
        $categories = array_fill_keys(array_keys($categories), $patch['*']);
    } else {
        $categories = array_replace($categories, $patch);
    }

    Http::fake(['*' => Http::response(['choices' => [['message' => ['content' => json_encode($categories)]]]], 200)]);
    $upload = precheckUpload();

    $service = app(ImagePrecheckService::class);
    $result = $service->run($upload->getRealPath(), 'sha');

    expect($result)->not->toBeNull()
        ->and($result->isError())->toBeTrue()
        ->and($result->errorMessage)->toContain('Schema')
        ->and($result->categories)->toBe([])
        ->and($service->evaluate($result, null)->outcome)->toBe(ImagePrecheckOutcome::Error);
})->with([
    'alle Kategorien null' => [['*' => null]],
    'alle Kategorien leere Objekte' => [['*' => []]],
    'hit als String "false"' => [['stock_watermark' => ['hit' => 'false', 'confidence' => 0.95]]],
    'hit fehlt' => [['nudity_or_violence' => ['confidence' => 0.1]]],
    'Konfidenz als Text' => [['document_or_id' => ['hit' => true, 'confidence' => 'hoch']]],
    'Konfidenz über 1' => [['stock_watermark' => ['hit' => true, 'confidence' => 1.7]]],
    'Konfidenz unter 0' => [['persons_visible' => ['hit' => false, 'confidence' => -0.1]]],
    'Notiz als Objekt' => [['technical_defect' => ['hit' => true, 'confidence' => 0.9, 'note' => ['x']]]],
]);

test('a stored precheck result counts only a real true as a hit (N20)', function () {
    $result = ImagePrecheckResult::fromArray([
        'status' => 'ok',
        'provider' => 'openai',
        'checked_at' => now()->toIso8601String(),
        'categories' => [
            'stock_watermark' => ['hit' => 'false', 'confidence' => 0.95],
            'persons_visible' => ['hit' => true, 'confidence' => 0.8],
        ],
    ]);

    expect($result)->not->toBeNull()
        ->and($result->confidence(ImagePrecheckCategory::StockWatermark))->toBe(0.0)
        ->and($result->confidence(ImagePrecheckCategory::PersonsVisible))->toBe(0.8);
});