{"id":"W4323789553","doi":"10.33137/ic.v30i.39480","title":"Mentors and Censors","year":2022,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"Race, History, and American Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","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":[0.004274063,0.0003176014,0.0003766252,0.002416715,0.01696289,0.01122633,0.001252588,0.003187273,0.03217633],"category_scores_gemma":[0.01946389,0.0001963569,0.0002345778,0.003336676,0.01465859,0.003343193,0.003930082,0.003853665,0.001231238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01555706,"about_ca_system_score_gemma":0.01988762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3613101,"about_ca_topic_score_gemma":0.5607387,"domain_scores_codex":[0.9941359,0.001709866,0.00007828148,0.0002925574,0.000966134,0.002817274],"domain_scores_gemma":[0.9816228,0.004195654,0.001993087,0.001127966,0.002766614,0.008293816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001194301,0.0001548034,0.03980742,0.00007178779,0.00003459464,0.0003535221,0.0407546,0.0001662906,0.0001338345,0.7870923,0.08755279,0.04375862],"study_design_scores_gemma":[0.00005682843,0.00007667088,0.1050406,0.00055936,0.00005405264,0.0002534862,0.1149209,0.0002758717,0.0002184442,0.06393292,0.7145327,0.00007816905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1383468,0.00607987,0.0004039807,0.07675885,0.0005824372,0.00003737275,0.0002665464,0.00003696031,0.7774872],"genre_scores_gemma":[0.9085305,0.001448315,0.00006431554,0.002268781,0.0003591981,0.00001544721,0.00004957092,0.00002005981,0.08724375],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3613101,"threshold_uncertainty_score":0.7184141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037507283029018,"score_gpt":0.2481662468420975,"score_spread":0.2377911740118073,"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."}}