{"id":"W4200356224","doi":"10.3138/9781487532048-001","title":"Foreword","year":2021,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":[0.0004898924,0.0006815519,0.0004524353,0.00159335,0.003046078,0.005993943,0.001184748,0.002585461,0.4347411],"category_scores_gemma":[0.002769889,0.0002999018,0.0003916695,0.001477781,0.0008426452,0.004176156,0.001900352,0.003998368,0.4012247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002821491,"about_ca_system_score_gemma":0.002947386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009954373,"about_ca_topic_score_gemma":0.01862917,"domain_scores_codex":[0.9993278,0.0000564076,0.000022685,0.00008144009,0.0004448121,0.00006688692],"domain_scores_gemma":[0.9985127,0.0001986796,0.00004419263,0.0001089282,0.0008946397,0.0002408772],"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":[0.00000248356,0.000005203117,0.00001312934,0.00003059033,3.054532e-7,0.00001545,0.00005896233,0.00001071705,0.00003981389,0.009428694,0.973043,0.01735168],"study_design_scores_gemma":[3.945177e-7,0.000001115965,0.00001923676,0.00003391217,2.121762e-7,0.00001930949,0.00003224305,0.00000352753,0.00001570003,0.0006666424,0.9992068,8.707235e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001843007,0.004118249,0.0006085344,0.01707978,0.02155044,0.0000806528,0.0007344694,0.0003405498,0.955303],"genre_scores_gemma":[0.0006712184,0.001167318,0.0001763673,0.003077894,0.001588534,0.00002391903,0.0002743786,0.0001525627,0.9928679],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4347411,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03301286777345876,"score_gpt":0.2451517968501159,"score_spread":0.2121389290766571,"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."}}