{"id":"W4240348243","doi":"10.24124/2019/58984","title":"Clinical supervision: combatting attrition in the human services field","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Attrition; Human services; Clinical supervision; Function (biology); Psychology; Field (mathematics); Work (physics); Medicine; Medical education; Engineering; Political science","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":[0.004442536,0.0001220824,0.0001432315,0.000771673,0.003042842,0.001989696,0.000817842,0.000820765,0.004635272],"category_scores_gemma":[0.01175948,0.00009274709,0.0001507636,0.0007679035,0.001402022,0.00116787,0.002328358,0.001277721,0.0004202148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001804222,"about_ca_system_score_gemma":0.01727256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007104133,"about_ca_topic_score_gemma":0.01711232,"domain_scores_codex":[0.9966674,0.002264711,0.00009916868,0.00008438639,0.0006160739,0.0002681763],"domain_scores_gemma":[0.9944715,0.001707325,0.001043947,0.0001291342,0.001033919,0.001614143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008351054,0.000489707,0.01337661,0.003348572,0.00002131395,0.0003639522,0.02412619,0.0001807735,0.0005391077,0.01039901,0.05063983,0.8964314],"study_design_scores_gemma":[0.0002697057,0.002112611,0.2468413,0.0262901,0.0001218098,0.004409206,0.1323475,0.0009545144,0.001987803,0.01947429,0.5651034,0.00008791767],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3665212,0.1455259,0.01093276,0.1139131,0.0030336,0.001403341,0.0001630872,0.0002830154,0.358224],"genre_scores_gemma":[0.9109502,0.05615521,0.009802166,0.006735257,0.0007250073,0.0002972273,0.00007323969,0.00002358903,0.0152381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007104133,"threshold_uncertainty_score":0.02349472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07299459390348606,"score_gpt":0.4474200294498084,"score_spread":0.3744254355463223,"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."}}