{"id":"W4409609386","doi":"10.1080/21507686.2025.2494507","title":"Gender, degree and professional identity differences amongst counselling psychologists in India","year":2024,"lang":"en","type":"article","venue":"Asia Pacific Journal of Counselling and Psychotherapy","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Degree (music); Psychology; Identity (music); Social psychology; Counselling psychology; Gender studies; Developmental psychology; Sociology; Psychotherapist","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":[0.0006258138,0.00008090227,0.000169078,0.001012821,0.001604019,0.001203219,0.0002858104,0.0002377094,0.003048119],"category_scores_gemma":[0.003040392,0.0001510437,0.0001163435,0.0008238367,0.000905516,0.0004460717,0.001102195,0.0004865002,0.0003193421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000834095,"about_ca_system_score_gemma":0.001265174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01316221,"about_ca_topic_score_gemma":0.02778196,"domain_scores_codex":[0.9990766,0.000210263,0.00003769926,0.00007640996,0.000251884,0.0003470097],"domain_scores_gemma":[0.9982657,0.0005423985,0.0004010847,0.00005216078,0.0001737061,0.0005649964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001627291,0.0001647949,0.888153,0.00005780919,0.0000136603,0.0006483383,0.08142345,0.00006191029,0.001204636,0.001416521,0.0009003236,0.02579274],"study_design_scores_gemma":[0.000005197474,0.0001026297,0.8952082,0.0000513473,0.000008802349,0.00128861,0.09929829,0.00009355725,0.0001988164,0.0002699252,0.003463521,0.00001122003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974541,0.0001692829,0.00003619805,0.0002426178,0.00001089243,0.000004056513,0.00002032532,0.000001595592,0.002060921],"genre_scores_gemma":[0.999172,0.0001306636,0.00003191374,0.00006482912,0.000005127513,0.000003592621,0.00001107517,0.000001253925,0.0005795662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01316221,"threshold_uncertainty_score":0.02617115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05953357224205218,"score_gpt":0.365853264177281,"score_spread":0.3063196919352288,"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."}}