{"id":"W3202484684","doi":"10.1002/cvj.12158","title":"Counseling and Values Metastudy: An Analysis of Publication Characteristics from 2000 to 2019","year":2021,"lang":"en","type":"article","venue":"Counseling and Values","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Spirituality; Psychology; Content analysis; Social psychology; Sociology; Social science; Medicine; Alternative medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01248341,0.0003982801,0.001312086,0.04711995,0.001104416,0.004779605,0.001130421,0.00103223,0.005417686],"category_scores_gemma":[0.07752388,0.0004276504,0.002149041,0.05858877,0.0006650033,0.003585922,0.002059199,0.000974017,0.001314516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002221396,"about_ca_system_score_gemma":0.005019975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003539462,"about_ca_topic_score_gemma":0.007490419,"domain_scores_codex":[0.9827945,0.002107661,0.007487608,0.001468998,0.005173374,0.0009678708],"domain_scores_gemma":[0.7894737,0.08876335,0.08158731,0.003704462,0.02829325,0.008177919],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001933734,0.0001243191,0.8670536,0.01146334,0.00292897,0.0009786927,0.00281797,0.0001603775,0.001008131,0.0005914502,0.01507809,0.09586152],"study_design_scores_gemma":[0.0001410915,0.0002635268,0.9460106,0.007722957,0.0015418,0.002661113,0.003808161,0.0002457256,0.0006039781,0.0004099789,0.03652228,0.00006890614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6473868,0.2364136,0.0007035839,0.006788952,0.0009419456,0.000535937,0.09419048,0.0002734347,0.01276537],"genre_scores_gemma":[0.9178839,0.05349753,0.001404192,0.001594808,0.0009722046,0.0009434864,0.02036342,0.0002155108,0.003124926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9875166,"threshold_uncertainty_score":0.06601942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03559082260178737,"score_gpt":0.3456918715440222,"score_spread":0.3101010489422348,"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."}}