{"id":"W4381093535","doi":"10.32920/ifmj.v3i2.1758","title":"Age of Visible Machines is Over","year":2023,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Filmmaking; Film director; Context (archaeology); Animation; TRACE (psycholinguistics); Visual arts; Referent; Social media; Computer science; Variety (cybernetics); Aesthetics; Sociology; Multimedia; Media studies; Movie theater; Art; History; World Wide Web; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002256054,0.000525387,0.0003899994,0.001096229,0.006508353,0.01062218,0.0008632676,0.002866677,0.02750983],"category_scores_gemma":[0.004608316,0.0002842113,0.0002918082,0.0007148358,0.01869376,0.01520996,0.005597506,0.005403731,0.004050766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003407038,"about_ca_system_score_gemma":0.001402319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003252635,"about_ca_topic_score_gemma":0.003306647,"domain_scores_codex":[0.9984666,0.000498231,0.00004122018,0.000430748,0.0003359617,0.0002272665],"domain_scores_gemma":[0.9981806,0.0007639103,0.0001391003,0.0004163046,0.0002092441,0.0002908543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003893824,0.00001425075,0.000243804,0.00007434261,0.00000493443,0.00009030913,0.02009363,0.00004961353,0.0003309362,0.9308324,0.0261641,0.02206268],"study_design_scores_gemma":[0.000004696365,0.00001550767,0.0003380884,0.0001561725,0.00000372037,0.000140909,0.005521309,0.00007181081,0.000228,0.06928287,0.9242271,0.000009841708],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02391843,0.02064915,0.006984299,0.07365067,0.004060235,0.00002475559,0.0001521464,0.0002480792,0.8703122],"genre_scores_gemma":[0.7184066,0.01179843,0.002558742,0.01166328,0.002786884,0.00005552526,0.0001280174,0.0004439131,0.2521586],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02750983,"threshold_uncertainty_score":0.09202957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03012459252954378,"score_gpt":0.270259849094868,"score_spread":0.2401352565653242,"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."}}