{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005601053,0.0001724178,0.0002940109,0.0003797533,0.00007836789,0.00001699536,0.0002458286,0.0002009716,0.00193223],"category_scores_gemma":[0.00009943455,0.0001501344,0.0001210903,0.0007231084,0.00006667207,0.0002269882,0.0000269847,0.0002648426,0.0001393742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005590784,"about_ca_system_score_gemma":0.0002297129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004287795,"about_ca_topic_score_gemma":0.003777199,"domain_scores_codex":[0.9984155,0.0001085295,0.0004910459,0.0003861878,0.0003598133,0.0002388902],"domain_scores_gemma":[0.9986101,0.0003291031,0.0001203486,0.0006196511,0.0002409977,0.00007976616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002901097,0.01715063,0.0352274,0.0003414849,0.0002433488,0.00002656357,0.04336853,0.003117218,0.05049927,0.2704556,0.009594117,0.5670747],"study_design_scores_gemma":[0.02133259,0.01252453,0.3920648,0.004512172,0.0005395789,0.0003078984,0.07151347,0.001370712,0.03186183,0.0921424,0.368635,0.003195113],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606616,0.002006582,0.0008330213,0.002469276,0.0008627741,0.0003266291,0.00001072226,0.00004344283,0.03278589],"genre_scores_gemma":[0.9957429,0.0009775826,0.002163115,0.0002999141,0.00007770814,0.00002529229,0.00001918671,0.00002479539,0.0006695689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5638796,"threshold_uncertainty_score":0.9989802,"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."}}