{"id":"W4308916541","doi":"10.1123/kr.2022-0018","title":"Justice, Equity, Diversity, and Inclusion—Utilizing Student Voices During Strategic Decision-Making Processes","year":2022,"lang":"en","type":"article","venue":"Kinesiology Review","topic":"Inclusion and Disability in Education and Sport","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Excellence; Diversity (politics); Inclusion (mineral); Viewpoints; Equity (law); Indigenous; Public relations; Kinesiology; Sociology; Strategic planning; Psychology; Pedagogy; Political science; Management; Medical education; Social science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002164441,0.0001295699,0.0003254178,0.000078198,0.02049707,0.00002855432,0.0006910802,0.00005500967,0.002322562],"category_scores_gemma":[0.0008407016,0.0001154657,0.00006148727,0.0005333661,0.0002473863,0.0001574311,0.02882791,0.0001945441,0.0000114176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462044,"about_ca_system_score_gemma":0.0003224999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001388015,"about_ca_topic_score_gemma":0.000369774,"domain_scores_codex":[0.9980169,0.0003587766,0.0003487697,0.0003582907,0.0006171487,0.0003001154],"domain_scores_gemma":[0.9988912,0.0004666017,0.0001784502,0.0001891178,0.0001562048,0.0001184672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002701985,0.004441069,0.4184937,0.02636357,0.000137291,0.0002119684,0.292359,0.0001278895,0.0001169647,0.1540941,0.008974848,0.09440947],"study_design_scores_gemma":[0.001339888,0.0003779027,0.1455666,0.004826535,0.0009641104,0.0001260272,0.2222951,0.00002377693,0.000003151559,0.1333701,0.4894589,0.001647879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9336562,0.0417551,0.000003435277,0.004110027,0.0007762788,0.0004991209,0.000005551676,0.00007602345,0.01911824],"genre_scores_gemma":[0.9496431,0.04497005,0.00006862151,0.004853829,0.0001593788,0.00004208686,0.000005194699,0.000005731638,0.0002519876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4804841,"threshold_uncertainty_score":0.9985895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056631594048225,"score_gpt":0.448695674462988,"score_spread":0.3430325150581656,"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."}}