{"id":"W1508301403","doi":"10.22329/wyaj.v28i2.4500","title":"A Wavering Commitment? Administrative Independence and Collaborative Governance in Ontario’s Adjudicative Tribunals Accountability Legislation","year":2010,"lang":"en","type":"article","venue":"Windsor Yearbook of Access to Justice","topic":"Legal Issues in South Africa","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Accountability; Statute; Legislation; Independence (probability theory); Corporate governance; Public administration; Legislature; Political science; Transparency (behavior); Government (linguistics); Law; Law and economics; Business; Economics; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005172486,0.0001718748,0.0002180515,0.0006791979,0.03366623,0.01057394,0.001529755,0.004010345,0.004825016],"category_scores_gemma":[0.01084722,0.0004559789,0.0002728899,0.001571058,0.02303273,0.003861389,0.005920056,0.005839507,0.0003272709],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09558984,"about_ca_system_score_gemma":0.1230276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9538987,"about_ca_topic_score_gemma":0.9839914,"domain_scores_codex":[0.990669,0.001855804,0.0003048267,0.0005631543,0.002743069,0.00386414],"domain_scores_gemma":[0.9929376,0.002575601,0.0007153248,0.0004626187,0.001405234,0.001903636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002136361,0.00003607788,0.004426152,0.00005000965,0.000006913739,0.0006947316,0.06587778,0.0003716804,0.0003640944,0.8862966,0.02884187,0.0130127],"study_design_scores_gemma":[0.00005518034,0.00004005808,0.02924657,0.0003261546,0.00002351798,0.0002517058,0.06898221,0.001026512,0.0005477644,0.06315713,0.8362306,0.0001125286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.182567,0.001970569,0.004363428,0.1625088,0.0004646378,0.0001720531,0.0001036569,0.00004485043,0.6478049],"genre_scores_gemma":[0.9062501,0.0007004577,0.001270952,0.00645075,0.00007859966,0.00008097321,0.00002892518,0.00002118158,0.08511799],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9044102,"threshold_uncertainty_score":0.6935561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05378763993765281,"score_gpt":0.3759086510959435,"score_spread":0.3221210111582907,"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."}}