{"id":"W2893587458","doi":"10.18733/cpi29390","title":"Book Reviewer Biographies","year":2018,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Alberta","keywords":"History; Art history; Art","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001403249,0.0005066811,0.0008131369,0.005273486,0.001584939,0.005353596,0.00106991,0.002006339,0.3200423],"category_scores_gemma":[0.01389461,0.0004052928,0.0005412269,0.003958146,0.0004652397,0.002819589,0.001139441,0.00286672,0.1549594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002334289,"about_ca_system_score_gemma":0.002352098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00424443,"about_ca_topic_score_gemma":0.01200934,"domain_scores_codex":[0.9985896,0.0001526203,0.00004604948,0.000149601,0.0009955683,0.00006656849],"domain_scores_gemma":[0.9885669,0.00151148,0.0003175467,0.0003911608,0.008442956,0.000769934],"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":[0.000002641142,0.000003692374,0.0000245159,0.00005571829,0.000001454235,0.00003386331,0.00002529018,0.00002163015,0.00005174443,0.0007591539,0.9830725,0.01594788],"study_design_scores_gemma":[0.00000218688,0.000003625043,0.00009988319,0.00009646699,0.000003262577,0.00008597702,0.00005017645,0.00004222586,0.0000545825,0.0004558445,0.9991008,0.000004971924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001004199,0.03365448,0.004853047,0.09637414,0.3470711,0.0002916372,0.002433707,0.001616291,0.5127014],"genre_scores_gemma":[0.002591028,0.006374711,0.0008340799,0.009890067,0.02648656,0.0001074403,0.000740151,0.0006756597,0.9523004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3200423,"threshold_uncertainty_score":0.9698772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5849894633192056,"score_gpt":0.4575521385241109,"score_spread":0.1274373247950948,"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."}}