{"id":"W3167321405","doi":"10.5194/egusphere-egu21-761","title":" Embracing equity and cultivating inclusion","year":2021,"lang":"en","type":"article","venue":"","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan","funders":"","keywords":"Inclusion (mineral); Equity (law); Diversity (politics); Sociology; Political science; Social science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003924733,0.0003769684,0.0002844276,0.0006072526,0.005577401,0.009349564,0.0008508381,0.00545019,0.07963681],"category_scores_gemma":[0.01248046,0.0002058217,0.0004432901,0.001054353,0.006598603,0.008303169,0.00582761,0.005727732,0.03383157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004691917,"about_ca_system_score_gemma":0.006891655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009687502,"about_ca_topic_score_gemma":0.01829218,"domain_scores_codex":[0.9958233,0.001744498,0.0001209359,0.000317218,0.001249988,0.0007439938],"domain_scores_gemma":[0.9947524,0.001934029,0.0002838624,0.0002630975,0.001448282,0.001318346],"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":[0.00001131392,0.00001169419,0.0001948003,0.0001152547,0.000001662049,0.00006025708,0.002299568,0.00002763557,0.0001439217,0.06567392,0.9011976,0.03026238],"study_design_scores_gemma":[0.000002667203,0.000005332833,0.0003573029,0.000157298,0.000001872027,0.00003667253,0.00192255,0.00002143231,0.0001231303,0.006980041,0.9903852,0.000006620931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001213393,0.006347883,0.001007574,0.4150389,0.01210788,0.00005374203,0.0002138696,0.0001336908,0.563883],"genre_scores_gemma":[0.09491253,0.01966054,0.00354579,0.2395002,0.01329908,0.0002538356,0.0003150114,0.0004671315,0.6280459],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.07963681,"threshold_uncertainty_score":0.2664117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1174276119059215,"score_gpt":0.5167336977851041,"score_spread":0.3993060858791826,"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."}}