{"id":"W3152695172","doi":"","title":"Mentoring Experiences of Black Female Public Secondary School Administrators in Southern Ontario, Canada","year":2020,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Black female; Medical education; Geography; Pedagogy; Public administration; Gender studies; Medicine; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002133395,0.0002663615,0.0003936944,0.000109919,0.00004085744,0.00002696023,0.0003664937,0.0002512104,0.01297562],"category_scores_gemma":[0.00007298849,0.0002822266,0.00004781158,0.000206884,0.00002483359,0.000038979,0.0000270965,0.000718205,0.00007714412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005848038,"about_ca_system_score_gemma":0.004271724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8613281,"about_ca_topic_score_gemma":0.9626503,"domain_scores_codex":[0.9981328,0.00006258873,0.0004850709,0.0004614685,0.0004111803,0.0004468839],"domain_scores_gemma":[0.9990764,0.00004115702,0.0003276608,0.0002288106,0.0000393585,0.0002865639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007039927,0.00004103317,0.01496224,0.0001526458,0.0001061005,0.00005898601,0.9722333,5.552878e-7,0.0001136359,0.0001267906,0.01131564,0.0008187029],"study_design_scores_gemma":[0.0003415695,0.00004061458,0.009549773,0.0001671904,0.00001293938,9.339995e-7,0.8904247,4.825064e-7,0.001023545,0.000005309404,0.09813046,0.0003024718],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.854132,0.0003111422,3.821399e-7,0.0001174203,0.003913979,0.0001756485,0.00000517208,0.00002031627,0.141324],"genre_scores_gemma":[0.758686,0.000005263583,0.00004314716,0.00005138804,0.0001143868,0.0001109821,0.0001414396,0.0000274458,0.2408199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1013222,"threshold_uncertainty_score":0.999963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03497544485648282,"score_gpt":0.3295422937481872,"score_spread":0.2945668488917044,"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."}}