{"id":"W4311883836","doi":"10.1093/oxfordhb/9780190247867.013.33","title":"The Camera in the Cypher","year":2022,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Dance; Visual arts; Lens (geology); Art; Media studies; Sociology; Physics; Optics","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001267342,0.0001759659,0.000139656,0.00003295713,0.001597736,0.00008962639,0.0006824037,0.00008071966,0.004824194],"category_scores_gemma":[0.000001593273,0.0001137193,0.000139973,0.000001977478,0.0003856569,0.00005502348,0.0001424505,0.0006385963,0.000002946435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009360528,"about_ca_system_score_gemma":0.00004079378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002165928,"about_ca_topic_score_gemma":0.004308885,"domain_scores_codex":[0.9992684,0.00006508586,0.00009721432,0.0001862843,0.0002261053,0.0001569418],"domain_scores_gemma":[0.9994146,0.00006843766,0.0001025623,0.0003598899,0.00003010382,0.0000244326],"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":[0.00002900106,0.000004564959,8.818312e-8,0.00000822418,0.00003162459,0.00006863372,0.02917669,9.805419e-7,1.128148e-7,0.8605084,0.1085159,0.001655802],"study_design_scores_gemma":[0.0001371951,0.00002516683,4.521094e-7,0.00001482955,0.00005358076,0.000002308098,0.004265124,0.000001152191,1.168212e-7,0.001177747,0.9941624,0.0001598601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002221984,0.0002023244,3.799229e-7,0.00008316235,0.0004100571,0.0002437133,0.0000864404,0.00002926933,0.9989224],"genre_scores_gemma":[0.0004314938,0.00007706272,0.000001021102,0.0003968844,0.0002621809,0.000002348968,0.00002026031,0.00001609958,0.9987926],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8856466,"threshold_uncertainty_score":0.999702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03260569719203545,"score_gpt":0.1723609454287524,"score_spread":0.139755248236717,"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."}}