{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001463288,0.0002280276,0.0006159421,0.0003172714,0.000232183,0.0002884952,0.0001628353,0.0001478483,0.0005318333],"category_scores_gemma":[0.0002752026,0.0002246243,0.0001020638,0.0006883121,0.00006076518,0.0003089572,0.00004352595,0.000184995,0.00002939798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001829718,"about_ca_system_score_gemma":0.00007846703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001734505,"about_ca_topic_score_gemma":0.0001029049,"domain_scores_codex":[0.9976845,0.0003423549,0.0005970906,0.00073453,0.0003664059,0.0002751149],"domain_scores_gemma":[0.9974319,0.0006581631,0.0002255131,0.0006573945,0.0008295503,0.0001975212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009670593,0.001746579,0.04884968,0.0001409915,0.007719102,0.00006866306,0.3012294,0.000615263,0.02809701,0.0009876951,0.01003995,0.5995386],"study_design_scores_gemma":[0.00389477,0.001460156,0.4125806,0.0005512637,0.02273019,0.00007789309,0.05725174,0.2499281,0.001101658,0.004260862,0.2430615,0.003101292],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766431,0.01872115,0.002844797,0.0007546062,0.000444872,0.0001310828,0.0002481899,0.00006926402,0.0001428725],"genre_scores_gemma":[0.9849634,0.01021008,0.002191493,0.000952971,0.0002251153,0.00001346831,0.0005683856,0.00003315931,0.0008419857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5964373,"threshold_uncertainty_score":0.9159913,"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."}}