{"id":"W2891008328","doi":"10.21992/tc29389","title":"Part One: Introduction","year":2018,"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":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","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":[0.0001293255,0.000161324,0.0002900813,0.00003736796,0.0004683406,0.0001150519,0.00007397096,0.00003785802,0.0007080316],"category_scores_gemma":[0.00001865132,0.00008818153,0.0001531856,0.00005553928,0.0005063408,0.0006269924,0.000003271803,0.0001506721,0.00001894154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000132803,"about_ca_system_score_gemma":0.000006149159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005080303,"about_ca_topic_score_gemma":0.0002789171,"domain_scores_codex":[0.9990504,0.0000429767,0.0004032467,0.0001262376,0.0002249859,0.0001521536],"domain_scores_gemma":[0.9989341,0.00001449268,0.000154685,0.00004575728,0.0007818895,0.00006907036],"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":[0.0004471066,0.0001043813,0.000160328,0.0001309919,0.001066636,0.000004810819,0.8597456,0.000002605971,0.004693359,0.02214476,0.03984078,0.07165869],"study_design_scores_gemma":[0.001589649,0.0007259072,0.0009395383,0.0001357321,0.0004207291,0.0001394062,0.1313463,0.000006741529,0.000916398,0.001037096,0.8624336,0.0003089237],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8837114,0.04116392,0.00007000156,0.05269901,0.004611224,0.0003871659,0.00002864239,0.0001143569,0.01721429],"genre_scores_gemma":[0.9887607,0.001035846,0.0002170597,0.0001765445,0.007524631,0.000002768227,0.000005919649,0.000006903293,0.002269614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8225929,"threshold_uncertainty_score":0.775245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075558590072786,"score_gpt":0.2872263793353993,"score_spread":0.1796705203281207,"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."}}