{"id":"W3142758515","doi":"10.18733/cpi29491","title":"Book Reviewer Biographies","year":2019,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art history; History; 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":[0.001355442,0.0005839126,0.0009900235,0.005531337,0.001709484,0.004092574,0.001053738,0.001587149,0.2703789],"category_scores_gemma":[0.0181298,0.0003944258,0.0004838892,0.005489623,0.000545627,0.003379283,0.001030717,0.003401635,0.1901949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002060723,"about_ca_system_score_gemma":0.00234001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004512611,"about_ca_topic_score_gemma":0.01255984,"domain_scores_codex":[0.9981444,0.0001981047,0.00006086585,0.0001953539,0.001322203,0.00007909144],"domain_scores_gemma":[0.9809135,0.002533443,0.0005530779,0.0004794053,0.01467143,0.0008490891],"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":[0.000001852457,0.00000245268,0.00001753332,0.00004382024,7.88177e-7,0.00001856551,0.00002359202,0.00001060733,0.00003262067,0.0004469856,0.9884459,0.01095531],"study_design_scores_gemma":[0.000001550476,0.000002836448,0.0001137662,0.00009663588,0.000002443677,0.00009332682,0.00005357587,0.00003081243,0.00005046632,0.0003739526,0.9991753,0.000005403967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008693925,0.04302332,0.005402105,0.1404842,0.253004,0.0003561121,0.004486497,0.001854105,0.5505202],"genre_scores_gemma":[0.00289207,0.01263473,0.001617786,0.02041015,0.02515296,0.0001682485,0.001814837,0.00100958,0.9342996],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2703789,"threshold_uncertainty_score":0.9045075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.516593221657825,"score_gpt":0.5024523629097475,"score_spread":0.01414085874807747,"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."}}