{"id":"W2019452057","doi":"10.1080/21507680903570235","title":"Beyond definition and method: The next era for counselling and psychotherapy","year":2010,"lang":"en","type":"article","venue":"Asia Pacific Journal of Counselling and Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Psychotherapist; Psychology; Psychoanalysis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.06161441,0.001312716,0.002344401,0.004715811,0.008368293,0.01933664,0.003571308,0.01037815,0.008157383],"category_scores_gemma":[0.03013636,0.0006965183,0.001248364,0.003918795,0.1052132,0.04103453,0.0133382,0.02196007,0.002026147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01535722,"about_ca_system_score_gemma":0.02523741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007120495,"about_ca_topic_score_gemma":0.004730152,"domain_scores_codex":[0.9478744,0.04122518,0.001246802,0.002158385,0.005899185,0.001596118],"domain_scores_gemma":[0.9151114,0.0688612,0.00229111,0.005531565,0.004126492,0.004078178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000418582,0.0000421528,0.0002131618,0.001122752,0.00001626813,0.00009734811,0.02082906,0.000112769,0.0002043105,0.8751316,0.01898459,0.08320422],"study_design_scores_gemma":[0.00001950593,0.00004596106,0.0002615228,0.002270371,0.000007036187,0.0002822424,0.01043416,0.0003045883,0.00009608421,0.6521703,0.3340602,0.00004811558],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003906336,0.3110877,0.07875218,0.5066178,0.007312793,0.0001426191,0.00004596563,0.0003346545,0.09179989],"genre_scores_gemma":[0.3253122,0.3093692,0.1959368,0.1144072,0.01449893,0.001351749,0.0001268818,0.0007457054,0.03825154],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06161441,"threshold_uncertainty_score":0.325852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03900232199363903,"score_gpt":0.3532458365286074,"score_spread":0.3142435145349683,"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."}}