{"id":"W2125970959","doi":"","title":"Seasons of Supervision: Reflections on Three Decades of Supervision in Counsellor Education","year":2004,"lang":"en","type":"article","venue":"","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Psychology; Pedagogy; Medical education; Thematic map; Sociology; Medicine; Qualitative research; Social science; Geography; Cartography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01841163,0.000408732,0.0007026393,0.001873031,0.03955032,0.01261079,0.003326621,0.003665333,0.001985155],"category_scores_gemma":[0.03254494,0.000917609,0.0002869055,0.0028875,0.02650687,0.004891437,0.009268538,0.01114917,0.000191972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05688946,"about_ca_system_score_gemma":0.06957681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5901775,"about_ca_topic_score_gemma":0.7632182,"domain_scores_codex":[0.9818268,0.009502817,0.0004705764,0.0009120247,0.003298652,0.003989109],"domain_scores_gemma":[0.9731801,0.01233984,0.001825796,0.000830955,0.005974611,0.00584868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002235337,0.00001749324,0.002883578,0.00003264799,0.000002637524,0.0002524005,0.9852056,0.00002065493,0.0001015658,0.003345755,0.001829045,0.006286155],"study_design_scores_gemma":[0.000002653916,0.00002072522,0.004929214,0.0001668893,0.000003719437,0.0001726821,0.9532931,0.00002936031,0.0001118374,0.0004212711,0.04083452,0.00001394601],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.894722,0.014069,0.002558939,0.04829782,0.001037103,0.0001328628,0.0001396962,0.00009494863,0.03894766],"genre_scores_gemma":[0.980912,0.002727525,0.0006850961,0.00332655,0.0001158576,0.00005314218,0.00004832453,0.00007281596,0.01205868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5901775,"threshold_uncertainty_score":0.8244721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06355192015851632,"score_gpt":0.400752129175509,"score_spread":0.3372002090169927,"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."}}