{"id":"W7154841387","doi":"10.59236/emro.v27i10a128","title":"Asog","year":2025,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"South Asian Cinema and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Movie theater; Depiction; Short Film; Film director; Feature film; Theme (computing)","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":[0.0008730104,0.0008499504,0.0005128811,0.001156425,0.001951355,0.005818776,0.001134278,0.001670515,0.8818154],"category_scores_gemma":[0.002145098,0.0003900918,0.0004380899,0.001014783,0.000360203,0.002875364,0.00339147,0.001468405,0.7696284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077423,"about_ca_system_score_gemma":0.001868139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002924636,"about_ca_topic_score_gemma":0.006046782,"domain_scores_codex":[0.9992939,0.0001017684,0.00003991044,0.0001557718,0.0002949688,0.0001136654],"domain_scores_gemma":[0.9983391,0.0001054419,0.0000507116,0.0002093985,0.0007244051,0.0005709039],"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":[0.00003792034,0.00001983706,0.00006967917,0.00006685661,0.000001343065,0.00003969056,0.00005353504,0.0000190206,0.0002535671,0.001930003,0.9427215,0.05478701],"study_design_scores_gemma":[0.000004831308,0.000006716741,0.00008812867,0.00001854212,5.687156e-7,0.00002386291,0.00005389439,0.00001878523,0.00004464781,0.0001748266,0.9995636,0.00000154563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005475656,0.0006124949,0.001064413,0.002864016,0.005682141,0.0002078023,0.003822382,0.002613114,0.982586],"genre_scores_gemma":[0.001403866,0.0003077742,0.000505808,0.0006516148,0.000327067,0.00006318746,0.001725586,0.0006957866,0.9943193],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8818154,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04223438435903146,"score_gpt":0.3271433029424127,"score_spread":0.2849089185833812,"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."}}