{"id":"W4389633339","doi":"10.1525/fq.2023.77.2.5","title":"Stepping Up, and Out","year":2023,"lang":"en","type":"article","venue":"Film Quarterly","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icon; Citation; Surprise; Enthusiasm; Computer science; World Wide Web; Library science; History; Sociology; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001425817,0.00007253145,0.0001879754,0.0001278516,0.00007133678,0.0000324217,0.00005360608,0.00003346897,0.0001059273],"category_scores_gemma":[0.00003104746,0.00008023154,0.00003517144,0.0001175308,0.00002566731,0.000077583,0.00001570842,0.00005285107,0.002668004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009682276,"about_ca_system_score_gemma":0.000003351878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003598431,"about_ca_topic_score_gemma":0.00005051032,"domain_scores_codex":[0.9993941,0.000003130517,0.0001989617,0.0001959881,0.00001601844,0.0001917639],"domain_scores_gemma":[0.9997237,0.00003811105,0.00005714459,0.0001257195,0.000008225065,0.00004713646],"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":[0.00003340357,0.00006746129,0.174536,0.0002882282,0.000272704,0.00006064885,0.1070684,0.000005601541,0.0002660355,0.1757475,0.4479752,0.09367883],"study_design_scores_gemma":[0.001363239,0.0004378188,0.2621447,0.00004127626,0.000009703916,0.000005757995,0.00698234,0.001835311,0.00003020281,0.0392806,0.6873673,0.0005017418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498256,0.001899719,0.0002769735,0.002705306,0.002379753,0.0001633017,0.0001055627,0.0001895659,0.04245421],"genre_scores_gemma":[0.9780656,0.0001429502,0.00005628325,0.0001478716,0.0001638705,0.00002316716,0.00001201257,0.00001234335,0.02137589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2393921,"threshold_uncertainty_score":0.9981085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04419065750418365,"score_gpt":0.2352623839503474,"score_spread":0.1910717264461638,"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."}}