{"id":"W4250924127","doi":"10.21992/t9p35d","title":"Introduction","year":2016,"lang":"en","type":"article","venue":"TranscUlturAl A Journal of Translation and Cultural Studies","topic":"South Asian Cinema and Culture","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001010119,0.0001414027,0.0002446324,0.0000338994,0.0002345491,0.00006122859,0.00006148455,0.00002932229,0.0005265665],"category_scores_gemma":[0.00002170265,0.00005518166,0.0001543284,0.00003330104,0.0002673489,0.0007147136,0.000002396442,0.00008165264,0.00001374212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000146322,"about_ca_system_score_gemma":0.000004563055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000224622,"about_ca_topic_score_gemma":0.00009533637,"domain_scores_codex":[0.9992138,0.00003578099,0.0003413337,0.0001050126,0.0001788784,0.000125192],"domain_scores_gemma":[0.9993195,0.00002619576,0.0001305873,0.00003686256,0.0004275335,0.00005931763],"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":[0.0004641303,0.00007351281,0.0003206192,0.0001227908,0.0009962453,0.00001160093,0.5765799,0.000002477162,0.03108647,0.04106965,0.03718212,0.3120905],"study_design_scores_gemma":[0.002898236,0.0004380587,0.001515981,0.0002051096,0.0003347153,0.0002758975,0.1063546,0.000001496892,0.001232663,0.001657493,0.8847328,0.0003529606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8090719,0.04320974,0.000166334,0.1384754,0.002554959,0.0002721012,0.00002918601,0.00009005378,0.006130392],"genre_scores_gemma":[0.9920004,0.001761195,0.0001161928,0.00008461742,0.002235655,0.000002318996,0.000001436848,0.000005409349,0.003792746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8475507,"threshold_uncertainty_score":0.5765533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06929339839964103,"score_gpt":0.2703984652312152,"score_spread":0.2011050668315741,"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."}}