{"id":"W3162078592","doi":"10.1139/cjc-2020-0329","title":"Starting grassroots initiatives to foster equity, diversity, and inclusivity in the Chemistry Department at the University of Alberta","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Grassroots; Diversity (politics); Equity (law); Chemistry; Inclusion (mineral); Public relations; Political science; Law","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.008304858,0.0004267335,0.0003360528,0.00128481,0.02594279,0.01252151,0.001902239,0.002495104,0.01543267],"category_scores_gemma":[0.006030755,0.0004418079,0.0003508177,0.001233495,0.007411088,0.002018916,0.01454479,0.00655717,0.001383946],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04149078,"about_ca_system_score_gemma":0.2141252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3649364,"about_ca_topic_score_gemma":0.7723528,"domain_scores_codex":[0.9915709,0.001557607,0.00006898344,0.0004469212,0.002102688,0.004252714],"domain_scores_gemma":[0.9614837,0.001124132,0.0004258813,0.0003290165,0.002551882,0.03408537],"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":[0.0002840712,0.001292053,0.03296422,0.0008472324,0.00007820053,0.00256065,0.078793,0.0009570659,0.01262122,0.1080869,0.3858543,0.3756611],"study_design_scores_gemma":[0.00006480703,0.0002429725,0.03172144,0.0006099189,0.00002696123,0.0001557162,0.06637069,0.0003267698,0.002023633,0.01183706,0.8865358,0.00008429793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2922905,0.01133062,0.009745423,0.3659834,0.007526303,0.0009770344,0.0002833509,0.0007738589,0.3110895],"genre_scores_gemma":[0.7187682,0.00597255,0.01875337,0.04088711,0.0004977239,0.0002305966,0.0002019404,0.0002202553,0.2144683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9980978,"threshold_uncertainty_score":0.7256244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02997430179662043,"score_gpt":0.2535683037034154,"score_spread":0.223594001906795,"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."}}