{"id":"W4281480274","doi":"10.32920/ifmj.v2i2.1612","title":"Cinemanhatta","year":2022,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Aesthetics; Sociology; Genius; Expression (computer science); The arts; Amusement; Epistemology; Visual arts; Computer science; Art; Literature; Psychology; Political science; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004544652,0.0006911769,0.0003282092,0.00107091,0.003495198,0.004308907,0.000722002,0.001213332,0.3483246],"category_scores_gemma":[0.001108462,0.0002775976,0.0004150631,0.0006785474,0.0007557829,0.002267701,0.002413192,0.002529053,0.07584348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001330516,"about_ca_system_score_gemma":0.0008669342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003935686,"about_ca_topic_score_gemma":0.01542985,"domain_scores_codex":[0.9996628,0.00007069414,0.00001068002,0.00009491097,0.0001043917,0.00005647301],"domain_scores_gemma":[0.9995583,0.00008633106,0.00002263503,0.00006064569,0.0001202496,0.0001519019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001755555,0.00009250561,0.0006495732,0.0005421021,0.00001290021,0.000634331,0.004306397,0.000111742,0.005253408,0.09236959,0.7454731,0.1503788],"study_design_scores_gemma":[0.000003870669,0.000008814002,0.0002632273,0.00004919343,0.000002029503,0.0001343623,0.0002777891,0.00003966276,0.0002152945,0.0005480631,0.9984542,0.000003472522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004527948,0.003520398,0.001890831,0.004178478,0.005697599,0.0001215248,0.001132146,0.0008694526,0.9780617],"genre_scores_gemma":[0.02335522,0.001875568,0.002398547,0.001539295,0.001053852,0.00009877072,0.000927938,0.0004668948,0.9682838],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3483246,"threshold_uncertainty_score":0.9295359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723920174914612,"score_gpt":0.3052540908932529,"score_spread":0.2880148891441068,"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."}}