{"id":"W4413770126","doi":"10.1080/03069885.2025.2544197","title":"A thematic analysis of psychotherapy supervisor confidence","year":2025,"lang":"en","type":"article","venue":"British Journal of Guidance and Counselling","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Supervisor; Thematic analysis; Psychotherapist; Thematic map; Psychology; Sociology; Qualitative research; Political science; Geography; Cartography; Social 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":[0.03537766,0.0005452777,0.0008243136,0.008674518,0.005675303,0.003594591,0.001906982,0.001158009,0.003421844],"category_scores_gemma":[0.04203008,0.0004469868,0.0007689137,0.01140069,0.004814182,0.003196239,0.005939751,0.00155459,0.0003214546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006246292,"about_ca_system_score_gemma":0.007123893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004068055,"about_ca_topic_score_gemma":0.004870127,"domain_scores_codex":[0.9803388,0.01213232,0.001577138,0.0009734431,0.003891367,0.001086959],"domain_scores_gemma":[0.9675863,0.02238757,0.002133238,0.001515949,0.005852119,0.0005249245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009205146,0.00005021039,0.002767534,0.0007038536,0.00001474119,0.0004585371,0.9494788,0.0001568974,0.002510577,0.008945944,0.001918963,0.03290198],"study_design_scores_gemma":[0.00001997292,0.00008471664,0.009178374,0.001086681,0.00002469602,0.0004293176,0.9365947,0.0009326442,0.002268581,0.008718872,0.04061447,0.00004692153],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8934373,0.001334598,0.04287169,0.00377129,0.0003708555,0.007917491,0.002983108,0.000118671,0.04719501],"genre_scores_gemma":[0.9174333,0.001468609,0.05750336,0.0005236787,0.0000950737,0.01104011,0.001815263,0.0001392626,0.009981357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03537766,"threshold_uncertainty_score":0.1870972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951987256260601,"score_gpt":0.3315941603480696,"score_spread":0.3120742877854636,"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."}}