{"id":"W4367850194","doi":"10.3138/topia-2022-0052","title":"Things I Knew Before I Knew","year":2023,"lang":"en","type":"article","venue":"TOPIA Canadian Journal of Cultural Studies","topic":"American Literature and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004029776,0.001214111,0.0005064689,0.0008145323,0.02273211,0.01267189,0.001199131,0.006027548,0.0226085],"category_scores_gemma":[0.01350099,0.000692247,0.0005469447,0.0008399956,0.01666145,0.01570041,0.007902904,0.02743475,0.01099637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005077567,"about_ca_system_score_gemma":0.004609249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03194164,"about_ca_topic_score_gemma":0.06766758,"domain_scores_codex":[0.9945562,0.003071347,0.0000728245,0.0004546941,0.00107564,0.0007692702],"domain_scores_gemma":[0.995282,0.001119961,0.0001971701,0.0002731115,0.001398941,0.001728779],"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":[0.00002157109,0.00002167593,0.0001529748,0.00003995057,0.000005268326,0.0002895813,0.05320042,0.00001897266,0.0001793364,0.02142523,0.9175389,0.007106112],"study_design_scores_gemma":[0.000004043104,0.00001035652,0.0002437022,0.0001233295,0.000002219875,0.000204885,0.05209544,0.0000164105,0.00008928552,0.003307291,0.9438855,0.00001745403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005856735,0.01155946,0.002605965,0.710248,0.049716,0.00004449023,0.0001634267,0.0001868429,0.2196191],"genre_scores_gemma":[0.1044203,0.006378267,0.001739082,0.3774452,0.005947916,0.00009282475,0.0001131807,0.000860645,0.5030026],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03194164,"threshold_uncertainty_score":0.07563293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04138830208349271,"score_gpt":0.2612233862726318,"score_spread":0.2198350841891391,"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."}}