{"id":"W3002412868","doi":"10.18733/cpi29520","title":"Book Review Biographies","year":2020,"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":"University of Calgary","funders":"","keywords":"History; Art history","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008931069,0.0006432229,0.0009600021,0.007117903,0.00114305,0.003824033,0.001092896,0.001218055,0.1549277],"category_scores_gemma":[0.009777161,0.0003978979,0.0004381224,0.01022245,0.0005652803,0.002748773,0.001037193,0.002868332,0.120539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002376297,"about_ca_system_score_gemma":0.00397554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007220537,"about_ca_topic_score_gemma":0.01231958,"domain_scores_codex":[0.9985988,0.0001067833,0.00005499145,0.0001410305,0.001033395,0.00006503783],"domain_scores_gemma":[0.9930494,0.001395265,0.0004120786,0.0002665507,0.004429153,0.0004476551],"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":[0.000002722575,0.000004336131,0.0000196442,0.0001721496,0.000001826118,0.00001808966,0.00002566148,0.0000294143,0.00005972792,0.0009844714,0.9596164,0.03906555],"study_design_scores_gemma":[0.000001091259,0.00000289941,0.00009052478,0.000211725,0.000002566969,0.00006794582,0.00001906877,0.00002126959,0.0000393166,0.0003826904,0.9991573,0.000003610663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0006687345,0.3321748,0.003528991,0.05109934,0.09885185,0.0002976849,0.004028088,0.0009154414,0.5084351],"genre_scores_gemma":[0.003334935,0.148935,0.002074021,0.01278096,0.02509854,0.0002445346,0.003270142,0.0005562138,0.8037058],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1549277,"threshold_uncertainty_score":0.5182848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6588577930233926,"score_gpt":0.5214738573903404,"score_spread":0.1373839356330523,"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."}}