{"id":"W7161713635","doi":"10.59236/emro.v27i7a347","title":"Amma's Pride","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":"Pride; Tamil; Transgender; Family life; Social life; Social change","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":[0.000424302,0.000695956,0.0003266761,0.0006446271,0.005206929,0.005243774,0.0003833729,0.001090384,0.2623413],"category_scores_gemma":[0.001102563,0.0002898023,0.0003004929,0.0004542319,0.0007729141,0.002460766,0.004035668,0.002769168,0.07528678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007510361,"about_ca_system_score_gemma":0.0006398034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001189461,"about_ca_topic_score_gemma":0.004998334,"domain_scores_codex":[0.9997358,0.00005349678,0.000007897747,0.00004362434,0.00009252747,0.00006672726],"domain_scores_gemma":[0.9996332,0.0000413852,0.00001694796,0.00003547954,0.00008466648,0.0001883693],"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":[0.00003906646,0.00003221525,0.0003215476,0.00009225746,0.00000419055,0.0001934073,0.001904084,0.00001894679,0.0005601574,0.009720589,0.9380546,0.04905902],"study_design_scores_gemma":[0.000001610869,0.000007019882,0.000530527,0.00004161406,0.000001256547,0.0001172917,0.0006894427,0.0000100184,0.00007033462,0.0001849441,0.9983439,0.000001976121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004131957,0.00491061,0.0002385593,0.01144766,0.01295384,0.00004272032,0.0002502167,0.0002520789,0.9657724],"genre_scores_gemma":[0.01863404,0.001961035,0.0002798404,0.001959,0.001267293,0.00002752122,0.0001018252,0.0001393331,0.9756301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2623413,"threshold_uncertainty_score":0.877619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03906924278345362,"score_gpt":0.3202300411559281,"score_spread":0.2811607983724745,"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."}}