{"id":"W1498192325","doi":"","title":"Paré, D., & Larner, G. (Eds.). Collaborative practice in psychology and therapy.","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychotherapist; Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003337373,0.002694595,0.002363438,0.006305777,0.00139101,0.003617914,0.002573781,0.003833474,0.01049741],"category_scores_gemma":[0.004399194,0.001903434,0.0009133127,0.007924851,0.002440586,0.006140812,0.0021601,0.005884532,0.01043557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002233589,"about_ca_system_score_gemma":0.00501788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01894478,"about_ca_topic_score_gemma":0.04623102,"domain_scores_codex":[0.9977577,0.0005520421,0.0003440331,0.000215179,0.001015795,0.0001153698],"domain_scores_gemma":[0.9956868,0.002189951,0.0004136609,0.0001703688,0.0007511388,0.0007881012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001053769,0.0001114164,0.001022515,0.004733371,0.00007335499,0.0003033134,0.001690755,0.0005664665,0.0002503985,0.003180835,0.1602959,0.8276663],"study_design_scores_gemma":[0.00006543243,0.0002972259,0.008710258,0.01196908,0.0002779037,0.007695698,0.002183851,0.00096353,0.0006828071,0.01220914,0.9548296,0.0001154306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0003303486,0.9878256,0.001548891,0.003252914,0.002258369,0.00002553624,0.0000704445,0.00009488759,0.004592886],"genre_scores_gemma":[0.003077015,0.9896051,0.002371882,0.0002763385,0.001001267,0.00003601229,0.00009113937,0.00002040129,0.003520956],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01894478,"threshold_uncertainty_score":0.037669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263381290828402,"score_gpt":0.3459055770683693,"score_spread":0.3232717641600853,"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."}}