{"id":"W3114541979","doi":"10.15353/cjds.v9i1.599","title":"Characteristics of Disability Leaders: An Atlantic Canada Profile","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Government (linguistics); State (computer science); Public relations; Political science; Public administration","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":[0.001361556,0.0002749242,0.0003116383,0.004180064,0.008237298,0.002503824,0.001189231,0.0005088901,0.005831454],"category_scores_gemma":[0.004749548,0.0002995838,0.0002096763,0.006488564,0.001195349,0.0007260407,0.001815473,0.0008932984,0.0008985222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03516073,"about_ca_system_score_gemma":0.08293048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9774079,"about_ca_topic_score_gemma":0.9931806,"domain_scores_codex":[0.9974202,0.0001000542,0.00007439256,0.00009546537,0.001074833,0.001234977],"domain_scores_gemma":[0.9871274,0.0005264206,0.001139627,0.0001286062,0.00749131,0.003586541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001074228,0.0001121596,0.9043409,0.0001065996,0.00001348196,0.0004309257,0.03611526,0.0001205463,0.0009843356,0.001639568,0.0230888,0.0329401],"study_design_scores_gemma":[0.000009713186,0.00006227502,0.8535936,0.0001392464,0.00001090162,0.0002213131,0.1081873,0.0003050618,0.0001760859,0.0001590691,0.03709474,0.00004066886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9526061,0.000665185,0.0002159987,0.006024227,0.00004873631,0.0002471994,0.003726176,0.00003295146,0.03643327],"genre_scores_gemma":[0.9818438,0.001539431,0.0003867803,0.00105518,0.00001708807,0.0001195553,0.001986761,0.00002535675,0.01302603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03516073,"threshold_uncertainty_score":0.2551101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1192293035583271,"score_gpt":0.3417864383638701,"score_spread":0.2225571348055431,"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."}}