{"id":"W7098981230","doi":"","title":"PATHWAYS TO CHANGE: FACILITATING THE FULL PARTICIPATION OF DIVERSITY GROUPS IN CANADIAN SOCIETY","year":2006,"lang":"en","type":"article","venue":"","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Government (linguistics); Work (physics); Agency (philosophy); Ethnic group; Variety (cybernetics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01425655,0.0006311935,0.000351552,0.00228183,0.04783678,0.01273472,0.004423443,0.004944681,0.01970735],"category_scores_gemma":[0.02717518,0.0005671535,0.0006273352,0.002033668,0.01143546,0.006546202,0.02326436,0.004537148,0.001360307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06764457,"about_ca_system_score_gemma":0.3635321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8592082,"about_ca_topic_score_gemma":0.9580836,"domain_scores_codex":[0.9803042,0.007508801,0.000337949,0.001024848,0.00277301,0.008051244],"domain_scores_gemma":[0.9682131,0.005125059,0.0008598579,0.001015384,0.003833924,0.02095271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001998578,0.0006848458,0.01734415,0.0004038237,0.00003369855,0.002631431,0.5434807,0.001003129,0.002036918,0.07895692,0.1009915,0.2522331],"study_design_scores_gemma":[0.00009764649,0.0001804652,0.02490911,0.0005717801,0.00005264861,0.0003262002,0.4470498,0.0007201192,0.0006805824,0.0251845,0.5000984,0.0001287533],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3735685,0.001131633,0.006153708,0.1802883,0.0007376134,0.002072568,0.0002876851,0.0004000636,0.4353599],"genre_scores_gemma":[0.9447239,0.0007251213,0.01012709,0.007147286,0.0000676679,0.0007391439,0.0001218236,0.00006607618,0.03628184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1407918,"threshold_uncertainty_score":0.4907981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07900849737848288,"score_gpt":0.2215103388965466,"score_spread":0.1425018415180638,"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."}}