{"id":"W4413613615","doi":"10.64628/aam.5pwtftuat","title":"Navigating racism: Black graduate students need support","year":2018,"lang":"en","type":"article","venue":"","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Racism; Sociology; Graduate students; Political science; Mathematics education; Gender studies; Psychology; Pedagogy","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":[0.007621686,0.000505371,0.0008143131,0.001203272,0.02034783,0.008681528,0.001971614,0.006576895,0.02278262],"category_scores_gemma":[0.02294561,0.0004764784,0.0008167669,0.0010104,0.004168324,0.004883519,0.01195437,0.01238102,0.002296067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004764786,"about_ca_system_score_gemma":0.04056611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01229017,"about_ca_topic_score_gemma":0.0428653,"domain_scores_codex":[0.9925,0.00216953,0.0001714675,0.0003036791,0.001018174,0.003837179],"domain_scores_gemma":[0.9501702,0.00221988,0.001977927,0.0004785614,0.003574175,0.04157924],"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":[0.0002880675,0.003962468,0.161259,0.0005005636,0.0001747069,0.003645047,0.1032929,0.0001715892,0.001917475,0.01223172,0.3658298,0.3467267],"study_design_scores_gemma":[0.0002993553,0.0007423891,0.08844404,0.002614409,0.0002171215,0.002312989,0.613884,0.0004599731,0.0006142431,0.02836799,0.2618404,0.0002031504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.238665,0.002164383,0.001119188,0.705059,0.005053405,0.0002121135,0.00009128343,0.00008988415,0.04754573],"genre_scores_gemma":[0.8627338,0.004185177,0.004099488,0.1094508,0.002985299,0.00034513,0.0001581028,0.0001205812,0.01592144],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02278262,"threshold_uncertainty_score":0.07621545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07469303744534016,"score_gpt":0.401556835151468,"score_spread":0.3268637977061278,"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."}}