{"id":"W4245198566","doi":"10.1525/awr.2004.25.1-2.35","title":"VISUAL REVIEWS","year":2004,"lang":"en","type":"article","venue":"Anthropology of Work Review","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Computer science","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":[0.0004313638,0.000113977,0.0009689813,0.00005835882,0.00005776452,0.000001877491,0.0001228747,0.00005209683,0.001618487],"category_scores_gemma":[0.0003032953,0.0001039926,0.0001856412,0.0003024228,0.0003806382,0.00004065532,0.00004614611,0.00008814513,0.001578989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002346895,"about_ca_system_score_gemma":0.00001339122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007253454,"about_ca_topic_score_gemma":0.00001567828,"domain_scores_codex":[0.9988304,0.00001568267,0.000732831,0.000216175,0.00001622946,0.0001886663],"domain_scores_gemma":[0.9993158,0.00002742548,0.0003759508,0.0002219545,0.00001856888,0.00004030768],"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":[0.00002351659,0.0008137151,0.06420182,0.01075244,0.0003467113,0.00003011064,0.001236779,0.000001774139,0.00001809292,0.5275558,0.2581139,0.1369054],"study_design_scores_gemma":[0.000268555,0.0001024708,0.001701298,0.001978861,0.00002558521,0.000007069056,0.00002295614,7.901757e-8,0.00002835471,0.005950748,0.9897792,0.000134827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002834322,0.9709139,0.0003769233,0.01610271,0.0005841038,0.0003244923,0.000005086615,0.00001399937,0.008844435],"genre_scores_gemma":[0.044618,0.9520007,0.0008760992,0.001998154,0.00008659037,0.00003271003,0.000005023569,0.000009506138,0.0003731911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7316653,"threshold_uncertainty_score":0.9992942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05425292379535299,"score_gpt":0.3213460459561788,"score_spread":0.2670931221608258,"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."}}