{"id":"W4408321655","doi":"10.1111/capa.70002","title":"Editor's Introduction and Farewell","year":2025,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Philosophy","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":[0.007789697,0.003046172,0.002911414,0.003509982,0.006873087,0.007495997,0.004698234,0.02149739,0.02142871],"category_scores_gemma":[0.03802801,0.001020189,0.002522805,0.002110458,0.003029319,0.003741402,0.001899944,0.02508955,0.01060454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008393405,"about_ca_system_score_gemma":0.01764885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08645563,"about_ca_topic_score_gemma":0.2191441,"domain_scores_codex":[0.9931484,0.000871893,0.0006394754,0.0008926187,0.003635726,0.0008119227],"domain_scores_gemma":[0.9704542,0.005960195,0.001086414,0.0006406402,0.01791533,0.003943186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009110452,0.000008949188,0.00003391736,0.00005634967,0.000003792796,0.0000365844,0.00001414756,0.000008484614,0.000008507755,0.0002011429,0.9971293,0.002489803],"study_design_scores_gemma":[0.00002555616,0.00001208164,0.0005757421,0.0005008309,0.00002430949,0.0001261437,0.0001601956,0.00005169039,0.00003824631,0.0004897982,0.9979657,0.00002953333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004456742,0.00612708,0.00006179194,0.1943122,0.7965776,0.00002846663,0.00006848758,0.00001994878,0.002759702],"genre_scores_gemma":[0.001012738,0.01014876,0.0002487607,0.3699932,0.5786207,0.00009006464,0.00006267249,0.00004151966,0.03978159],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08645563,"threshold_uncertainty_score":0.1719048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008900528621302372,"score_gpt":0.2702488187429837,"score_spread":0.2613482901216814,"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."}}