{"id":"W4403395282","doi":"10.12697/il.2024.29.1.1","title":"Crossing Genres and Fields","year":2024,"lang":"en","type":"article","venue":"Interlitteraria","topic":"South Asian Cinema and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003200887,0.00007500449,0.00006608522,0.00003247973,0.0001500983,0.001767551,0.00005103107,0.00002980826,0.002805607],"category_scores_gemma":[0.000005546033,0.00005361472,0.00003760071,0.00001151728,0.0001144592,0.0001592381,0.0000206724,0.0001069463,0.0001623749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004815213,"about_ca_system_score_gemma":0.00001016087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004576741,"about_ca_topic_score_gemma":0.0001575499,"domain_scores_codex":[0.9996173,0.000009095099,0.00009024282,0.0001348391,0.00004585172,0.0001026185],"domain_scores_gemma":[0.9998543,0.00002134847,0.000007691103,0.00007144415,0.00001474081,0.00003053567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001143706,0.000009913896,0.0002080407,0.0001167477,0.00006122804,0.00008521851,0.3848363,1.490697e-7,0.0001576461,0.458351,0.09067044,0.06549187],"study_design_scores_gemma":[0.00007327573,0.00003360133,0.0002001798,0.0001333984,0.00001546913,0.00002239315,0.005885614,0.0001954698,0.00007082734,0.007115089,0.9861417,0.0001129255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7224064,0.003943234,0.0002629426,0.004128817,0.002877901,0.00008865025,0.00002390837,0.0003120844,0.2659561],"genre_scores_gemma":[0.9713108,0.000001762393,0.00002918369,0.0007987647,0.001041371,0.00000466291,0.000003931314,0.000008717044,0.02680081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8954713,"threshold_uncertainty_score":0.9992687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974233510882197,"score_gpt":0.2383019698614454,"score_spread":0.2185596347526235,"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."}}