{"id":"W3090915149","doi":"10.31355/52","title":"Article 2 from Series of 5: Empowering African-Canadian Career Excellence","year":2019,"lang":"en","type":"article","venue":"International Journal of Community Development and Management Studies","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Workforce; Promotion (chess); Mentorship; Sociology; Political science; Medical education; Medicine","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":[0.00308462,0.000649558,0.0004056788,0.001509761,0.0116514,0.01031341,0.002056163,0.00382886,0.1366404],"category_scores_gemma":[0.01008912,0.0002524566,0.0005678976,0.00172349,0.003247613,0.003642704,0.006865963,0.004443103,0.02154383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01671209,"about_ca_system_score_gemma":0.06241447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2872704,"about_ca_topic_score_gemma":0.6017233,"domain_scores_codex":[0.9957754,0.0005852909,0.0001050648,0.0003194891,0.002059513,0.001155239],"domain_scores_gemma":[0.9900544,0.000430392,0.0002112307,0.0002608706,0.002711096,0.006331916],"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":[0.00001475687,0.00003787307,0.0007664778,0.0001927457,0.000003643852,0.000129269,0.002458801,0.00002213828,0.0001412941,0.008333181,0.9608769,0.02702294],"study_design_scores_gemma":[0.000003089425,0.00000946303,0.001159209,0.0002275379,0.000002936233,0.0001023889,0.003852876,0.00001648142,0.00008079101,0.0006751385,0.9938604,0.000009692042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00749062,0.008732778,0.001516993,0.1640227,0.1199281,0.0004862837,0.001227985,0.0003616128,0.6962329],"genre_scores_gemma":[0.06699029,0.01490195,0.002098893,0.03551757,0.0154495,0.0002668355,0.0009320272,0.0004248137,0.863418],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7127296,"threshold_uncertainty_score":0.5711967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07493790546229284,"score_gpt":0.3599800436224821,"score_spread":0.2850421381601893,"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."}}