{"id":"W2238546984","doi":"10.1007/0-387-26238-5_15","title":"How Visible Minority Students Cope with Supervision Stress","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity Western University; Western University","funders":"","keywords":"Psychology; Stress (linguistics); Social psychology; Linguistics; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005501689,0.000586096,0.0005869033,0.0002723048,0.0001663755,0.0003867896,0.0006936063,0.0007768437,0.01460351],"category_scores_gemma":[0.00001160022,0.0004412354,0.0001718236,0.00006109101,0.00008401743,0.0002642885,0.0001821952,0.0008840299,0.001277934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005078435,"about_ca_system_score_gemma":0.0000481685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007097021,"about_ca_topic_score_gemma":0.001382187,"domain_scores_codex":[0.9969201,0.00004516259,0.000382274,0.0009551028,0.00120677,0.0004905714],"domain_scores_gemma":[0.9978224,0.0002647732,0.0002162576,0.001157062,0.0003196125,0.0002199104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003452357,0.001676407,0.01149334,0.000501175,0.002182653,0.002862377,0.003543256,0.000005033872,0.00003505786,0.1120778,0.1034266,0.7587439],"study_design_scores_gemma":[0.001274877,0.0007423317,0.000843902,0.0002679556,0.0002259629,0.00005659513,0.000399371,0.000008211871,0.000009481859,0.0003265948,0.9951298,0.0007148668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003952138,0.005572638,0.0004662241,0.0004465191,0.001176033,0.0005974896,0.00006602555,0.0001730204,0.9875499],"genre_scores_gemma":[0.009089076,0.001802717,0.000557608,0.000460224,0.0005092157,0.000007945781,0.0001502536,0.000112155,0.9873108],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8917032,"threshold_uncertainty_score":0.999804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05303159618077469,"score_gpt":0.3445658507104843,"score_spread":0.2915342545297096,"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."}}