{"id":"W4366183196","doi":"10.3138/9781487549114-001","title":"Acknowledgments","year":2023,"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":"University of Regina","funders":"Social Sciences and Humanities Research Council of Canada; University of Alberta; University of Toronto; York University; University of Regina","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003582123,0.0007468911,0.0008111329,0.001979993,0.002723301,0.003742331,0.001783086,0.001235309,0.2409208],"category_scores_gemma":[0.01830327,0.0003160082,0.0004248672,0.001571355,0.0008113107,0.002387246,0.003570485,0.003257004,0.1936089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003298115,"about_ca_system_score_gemma":0.003792551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004402438,"about_ca_topic_score_gemma":0.008467001,"domain_scores_codex":[0.995842,0.0009802078,0.000186555,0.0005391444,0.002237911,0.0002142079],"domain_scores_gemma":[0.98388,0.001949479,0.0004867185,0.0008866123,0.01045058,0.002346599],"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":[0.00002107459,0.0000112908,0.0002255717,0.00008423633,0.000002470336,0.0001045386,0.0007735834,0.00004910908,0.0001931795,0.008419765,0.9683235,0.02179163],"study_design_scores_gemma":[0.000002766473,0.000003692226,0.0001688959,0.00006252219,0.000001338236,0.00008066958,0.0004231311,0.00002746821,0.00005994569,0.001136224,0.9980299,0.000003500423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005108142,0.007658067,0.01857394,0.1263599,0.08274429,0.001274268,0.02460146,0.00296436,0.7307157],"genre_scores_gemma":[0.01356217,0.002390687,0.009102304,0.01715634,0.005172042,0.0005937723,0.00917263,0.00167295,0.9411771],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2409208,"threshold_uncertainty_score":0.8059603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04733163905250229,"score_gpt":0.2630156393762732,"score_spread":0.2156840003237709,"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."}}