{"id":"W7083414515","doi":"10.55324/jgi.v2i11.256","title":"Representasi Kecerdasan Buatan (AI) Pada Iklan Sirup Marjan “Bangkitnya Calon Arang” Episode 1&amp;2 Tahun 2025 Melalui Analisis Semiotika Charles Sanders Peirce","year":2025,"lang":"en","type":"article","venue":"Jurnal Global Ilmiah","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Semiotics; Meaning (existential); Analogy; Sign (mathematics); Representation (politics); Object (grammar)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009606374,0.0002653672,0.0002019875,0.0005295246,0.004088817,0.004168532,0.0003191555,0.000668094,0.008849354],"category_scores_gemma":[0.00138108,0.0001608366,0.0001402244,0.0009143048,0.001791541,0.002382655,0.001731275,0.001745048,0.001386649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003633488,"about_ca_system_score_gemma":0.001652774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006348501,"about_ca_topic_score_gemma":0.01160183,"domain_scores_codex":[0.9991671,0.0003093004,0.0000280605,0.00008749072,0.0002495385,0.0001584811],"domain_scores_gemma":[0.9995788,0.0001430067,0.0000668849,0.00002919367,0.0001109512,0.00007120064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004223906,0.0002064494,0.01072217,0.0008268781,0.00001869102,0.003100833,0.5002816,0.0002497967,0.004955632,0.26392,0.1022319,0.1130636],"study_design_scores_gemma":[0.00000634284,0.00006687747,0.0112821,0.0003504615,0.00001357771,0.0007883023,0.1612039,0.0001615749,0.001518234,0.001942738,0.8226369,0.00002887446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4263108,0.003503554,0.00194992,0.007796921,0.0008732108,0.0001758445,0.0003832601,0.0001184353,0.558888],"genre_scores_gemma":[0.9118528,0.00163501,0.001334044,0.0008221793,0.00009833316,0.0001125044,0.0002724242,0.00007200694,0.08380069],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008849354,"threshold_uncertainty_score":0.02960402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027943730541834,"score_gpt":0.2954376220853611,"score_spread":0.2851581847799428,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}