{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01007635,0.001846049,0.001026174,0.00207214,0.01969579,0.0326753,0.002272708,0.005796733,0.06105542],"category_scores_gemma":[0.04259152,0.001327822,0.001082519,0.001291614,0.01381327,0.02613772,0.01830029,0.01965511,0.04995991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004302768,"about_ca_system_score_gemma":0.01126718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006382905,"about_ca_topic_score_gemma":0.01056704,"domain_scores_codex":[0.9856406,0.005182758,0.0004501694,0.002427761,0.004293724,0.002004982],"domain_scores_gemma":[0.9792132,0.002348065,0.001043618,0.002515178,0.005806901,0.009073119],"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":[0.00007572691,0.00008620789,0.00130021,0.0002093836,0.00002681759,0.0005047977,0.03129166,0.00005384287,0.001309187,0.03901883,0.8609272,0.06519617],"study_design_scores_gemma":[0.000007644219,0.00002964486,0.0003797683,0.0002596272,0.000008593758,0.0001946413,0.01854678,0.00005078843,0.000240873,0.007869582,0.9723831,0.00002901819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01704456,0.01215495,0.01660077,0.410979,0.09370746,0.0003697827,0.0004536202,0.00338265,0.4453073],"genre_scores_gemma":[0.1221812,0.007066114,0.01495685,0.1981426,0.01363749,0.0003961269,0.0005571985,0.004788014,0.6382744],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06105542,"threshold_uncertainty_score":0.2042508,"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."}}