{"id":"W1513997989","doi":"","title":"Professional Identity: A Qualitative Inquiry of Experienced Counsellors","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Identity (music); Legislation; Statutory law; Grounded theory; Nova scotia; Psychology; Qualitative research; Mental health; Focus group; Professional development; Medical education; Pedagogy; Psychotherapist; Sociology; Medicine; Political science; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001670733,0.0001518186,0.0003113507,0.0003176879,0.0001462796,0.00003672843,0.0002616814,0.0001357959,0.001857804],"category_scores_gemma":[0.000004121322,0.0001299408,0.0001079156,0.0002346306,0.000278801,0.0003676953,1.523592e-7,0.0002912728,0.00001034525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006299368,"about_ca_system_score_gemma":0.0002131804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001346849,"about_ca_topic_score_gemma":0.002449421,"domain_scores_codex":[0.9983734,0.0002956413,0.0005972945,0.0001824227,0.000281171,0.000270042],"domain_scores_gemma":[0.9983288,0.0002241611,0.0004687162,0.0001978652,0.0004158752,0.0003646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000648245,0.0000970257,0.0002137525,0.00001806881,0.0001580808,0.00005781541,0.9571843,0.000003356894,0.0003270931,0.009803666,0.00219417,0.0292945],"study_design_scores_gemma":[0.004326671,0.002451344,0.001026045,0.0007964015,0.0001292661,0.0006228451,0.1088014,0.00005447739,0.0003186252,0.2991825,0.5814968,0.0007936183],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9088837,0.05848449,0.02787134,0.0001668036,0.003797732,0.0001135851,0.000008504479,0.000006365322,0.0006674693],"genre_scores_gemma":[0.8967194,0.1006699,0.0007003752,0.0006648283,0.0002887235,0.000006280575,0.000001662882,0.00003723714,0.0009115692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8483829,"threshold_uncertainty_score":0.9990546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1299762117822116,"score_gpt":0.4166062407160524,"score_spread":0.2866300289338408,"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."}}