{"id":"W2179177954","doi":"10.1093/icon/mow042","title":"The harms of remedial discretion","year":2016,"lang":"en","type":"article","venue":"International Journal of Constitutional Law","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Remedial education; Discretion; Business; Remedial action; Actuarial science; Political science; Law; Environmental remediation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03424678,0.000672723,0.001138223,0.00209498,0.008440808,0.008734982,0.003168415,0.01007116,0.005508882],"category_scores_gemma":[0.06519162,0.0006412367,0.001471511,0.001040921,0.05052951,0.01448888,0.01011655,0.0184556,0.001185183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006352842,"about_ca_system_score_gemma":0.01028911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007166038,"about_ca_topic_score_gemma":0.006063628,"domain_scores_codex":[0.9553286,0.0155725,0.001856061,0.006182107,0.01719352,0.003867094],"domain_scores_gemma":[0.9447946,0.02970496,0.003734795,0.01446021,0.005654941,0.001650502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001497741,0.00001512265,0.0002472487,0.00002495926,0.000009620084,0.0000771277,0.001362134,0.0002551749,0.0001876497,0.9885373,0.002359034,0.006909709],"study_design_scores_gemma":[0.00004621925,0.00003697222,0.0006261404,0.0002344607,0.00002381806,0.0002243723,0.0009700868,0.0008422507,0.0005995759,0.9196059,0.07673416,0.000056092],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07036504,0.01211986,0.08630263,0.3213671,0.001965119,0.0001731249,0.0001904346,0.0004405888,0.5070762],"genre_scores_gemma":[0.9397612,0.001777899,0.008180388,0.0293374,0.001330638,0.0001598773,0.00004188898,0.0001638191,0.01924681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03424678,"threshold_uncertainty_score":0.1811164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472030236310899,"score_gpt":0.3131987598503909,"score_spread":0.2984784574872819,"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."}}