{"id":"W2477299965","doi":"","title":"Diagnosis and Social Justice Advocacy: Reconciling Tensions for Students and School Counsellors","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Mental health; Dominance (genetics); Perspective (graphical); Social justice; Economic Justice; Psychology; Sociology; Public relations; Pedagogy; Political science; Criminology; Psychotherapist; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.07350039,0.0007363528,0.001577298,0.006724588,0.04507931,0.03835564,0.00481935,0.01788463,0.003196818],"category_scores_gemma":[0.0728026,0.001226388,0.0006118547,0.004801962,0.1106717,0.02759149,0.02997711,0.02947866,0.0003502319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04591922,"about_ca_system_score_gemma":0.06057195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0618664,"about_ca_topic_score_gemma":0.09292208,"domain_scores_codex":[0.878288,0.09572324,0.004159665,0.003441497,0.01122041,0.007167222],"domain_scores_gemma":[0.9203463,0.05574533,0.005331545,0.001781943,0.006249827,0.01054497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002988468,0.00006486965,0.002791867,0.0001517273,0.00001536345,0.0008743547,0.6818014,0.00007914685,0.0001593948,0.2872316,0.00561629,0.02118397],"study_design_scores_gemma":[0.00004210814,0.00004163317,0.001515574,0.00105554,0.0000218861,0.001033075,0.7876049,0.0004688006,0.000166281,0.1426834,0.06528324,0.00008345701],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1420741,0.0102375,0.01180088,0.7656828,0.00173676,0.0001555902,0.0000344786,0.0000965522,0.06818122],"genre_scores_gemma":[0.9672288,0.002696701,0.005536782,0.02112947,0.0004094639,0.0001218573,0.00001673866,0.00004219146,0.002818032],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9381336,"threshold_uncertainty_score":0.3887119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06195750482264202,"score_gpt":0.3742577559121739,"score_spread":0.3123002510895319,"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."}}