{"id":"W6904816088","doi":"10.14288/1.0415898","title":"Dr. Peter Nosco (University of British Columbia)","year":2022,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meiji period; Period (music); Theme (computing); Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006764292,0.0003770449,0.000356758,0.000766227,0.005953222,0.002594405,0.0006621539,0.002370299,0.2138113],"category_scores_gemma":[0.003012669,0.0002838587,0.0001797918,0.0005790427,0.0008455149,0.001031003,0.001531533,0.00377102,0.0606984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005917702,"about_ca_system_score_gemma":0.01134546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2930508,"about_ca_topic_score_gemma":0.5741305,"domain_scores_codex":[0.9993531,0.00006816802,0.00002094921,0.0001248614,0.0002164378,0.0002164764],"domain_scores_gemma":[0.9975127,0.0001314829,0.00005231746,0.0000516353,0.0008636725,0.001388136],"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":[0.000007019762,0.000004571598,0.0002423257,0.00001343079,5.009667e-7,0.00007008775,0.00006881628,0.000008116372,0.00002448026,0.0008220858,0.9836753,0.01506315],"study_design_scores_gemma":[0.000002787552,0.000003197797,0.000656388,0.00004865725,0.000001356341,0.0002143273,0.0003388601,0.00002198432,0.00005582425,0.0002454658,0.9984042,0.000006976137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004390344,0.02208106,0.0009091474,0.2670151,0.01989395,0.0001135471,0.0015589,0.0006389128,0.683399],"genre_scores_gemma":[0.01008265,0.003728082,0.0002517756,0.0179468,0.0006375276,0.00002666561,0.0001899856,0.0001201021,0.9670165],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2930508,"threshold_uncertainty_score":0.71527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008217472293570869,"score_gpt":0.1695853050174105,"score_spread":0.1613678327238397,"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."}}