{"id":"W4413569757","doi":"10.64628/aam.dkrdcvede","title":"Canadian universities: 10 years of anti-racist reports but little action","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Action (physics); Political science; Sociology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003388347,0.00008393123,0.0001955619,0.0001213096,0.0001362762,0.0000448698,0.0001922823,0.0005279356,0.003067249],"category_scores_gemma":[0.0001243488,0.0001069506,0.00009878944,0.0001173852,0.0002177869,0.00008711282,0.0001123131,0.0003335149,0.0000145225],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000838319,"about_ca_system_score_gemma":0.006361251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9430315,"about_ca_topic_score_gemma":0.7262805,"domain_scores_codex":[0.9989516,0.00008837304,0.0002055144,0.0002146427,0.0002698571,0.0002700157],"domain_scores_gemma":[0.999118,0.00006129956,0.0001679609,0.0002490794,0.000166479,0.0002371293],"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":[0.00001811921,0.000166431,0.02877615,0.0009653086,0.0007374029,0.002856255,0.2568754,0.001119672,0.0002915577,0.2227478,0.4684596,0.01698629],"study_design_scores_gemma":[0.00006013215,0.000008968972,0.003132365,0.0001225514,0.00007017621,0.00001015492,0.1724675,0.00002393924,0.0002516312,0.002482406,0.8210344,0.0003358592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5997863,0.000164766,0.00003714437,0.0008748219,0.00220962,0.0001158643,0.00006298319,0.00003959978,0.3967088],"genre_scores_gemma":[0.8884951,0.0004200519,0.0001876761,0.0001001595,0.000444554,9.834469e-7,0.00006089407,0.000007713039,0.1102828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3525748,"threshold_uncertainty_score":0.9992718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0299883046530887,"score_gpt":0.3041689179983533,"score_spread":0.2741806133452646,"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."}}