{"id":"W4402488158","doi":"10.1177/01708406241286485","title":"Media Review: Extrapolations – A View from OS4F","year":2024,"lang":"en","type":"article","venue":"Organization Studies","topic":"South Asian Cinema and Culture","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Epistemology; Sociology; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004821608,0.0001070999,0.0001777841,0.00003575043,0.0002616659,0.0001258484,0.00006130437,0.00002049419,0.009883299],"category_scores_gemma":[0.0002460157,0.00007630917,0.000034874,0.0001917479,0.00007422934,0.0001611935,0.00002515915,0.000063042,0.00149171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001683338,"about_ca_system_score_gemma":0.00001994982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008273566,"about_ca_topic_score_gemma":0.0001417088,"domain_scores_codex":[0.999424,0.00002244876,0.0001783795,0.0001651668,0.0001228101,0.00008723089],"domain_scores_gemma":[0.9994796,0.0000856201,0.00002822856,0.0001077483,0.0002714115,0.00002738057],"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":[4.776774e-7,0.00001447447,0.0002086186,0.0004857918,0.0002357952,0.000007679798,0.19538,2.257924e-7,0.00003694038,0.1159023,0.6833213,0.004406495],"study_design_scores_gemma":[0.0000471882,0.000004885839,0.0001674917,0.0009733141,0.0001690425,0.000001310566,0.01323214,0.000002228448,0.00002651941,0.001744697,0.9835126,0.0001185682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001870414,0.9371073,0.0002587435,0.01617383,0.002984544,0.0003254403,0.0002378354,0.0007969125,0.04024499],"genre_scores_gemma":[0.7661031,0.1545777,0.0003354209,0.009646836,0.008252211,0.00008370183,0.001255932,0.0001618185,0.05958328],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7825296,"threshold_uncertainty_score":0.9992858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05309307061774945,"score_gpt":0.2806660881436032,"score_spread":0.2275730175258537,"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."}}