{"id":"W4384433910","doi":"10.1353/ces.2023.a902151","title":"The Experience of Black Faculty Members in Academia","year":2023,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentorship; Covert; Critical race theory; Psychology; Racism; Sociology; Humanities; Pedagogy; Medical education; Gender studies; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.008601991,0.0007172641,0.0010397,0.002299757,0.05145203,0.007626153,0.002349166,0.002604241,0.006152301],"category_scores_gemma":[0.01364916,0.0005185785,0.00041046,0.002506624,0.01702342,0.002731684,0.008952874,0.003837714,0.0005701051],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02336215,"about_ca_system_score_gemma":0.0344395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3399162,"about_ca_topic_score_gemma":0.4779468,"domain_scores_codex":[0.9892357,0.004550648,0.0002214427,0.0004460257,0.002156397,0.003389741],"domain_scores_gemma":[0.984804,0.003251552,0.001972736,0.0002947931,0.002530216,0.007146738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005439324,0.00003684814,0.01097834,0.00005177203,0.000006997181,0.0005450943,0.9800801,0.00002601961,0.0006584505,0.0008329328,0.001133542,0.00559553],"study_design_scores_gemma":[0.00000200827,0.00003352606,0.004158879,0.00006826934,0.000005158843,0.0001311223,0.9872191,0.00002014144,0.0001350211,0.00008857866,0.00812061,0.00001761912],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897206,0.000790534,0.0001783271,0.002843005,0.0001459382,0.00002094386,0.00002468816,0.00001120035,0.006264742],"genre_scores_gemma":[0.9940977,0.0005396319,0.0001270975,0.000741742,0.00003810807,0.00001831838,0.00001473583,0.00001351104,0.00440918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9766378,"threshold_uncertainty_score":0.6758753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3102802381243203,"score_gpt":0.5453637498000466,"score_spread":0.2350835116757264,"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."}}