{"id":"W4414626348","doi":"10.1080/0312407x.2025.2551186","title":"National Registration for Social Workers: Getting our Act(s) Together","year":2025,"lang":"en","type":"article","venue":"Australian Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workers Compensation Board of British Columbia","funders":"","keywords":"Social work; Social care; Field (mathematics)","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":[0.04388447,0.0004409447,0.000763305,0.001039695,0.009390115,0.009122361,0.002105133,0.01332889,0.01047035],"category_scores_gemma":[0.06811278,0.0007669031,0.001060057,0.0009364384,0.009910286,0.01017663,0.01007489,0.01499107,0.008860004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009334497,"about_ca_system_score_gemma":0.05730933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08343662,"about_ca_topic_score_gemma":0.07599336,"domain_scores_codex":[0.9611177,0.01461242,0.004083055,0.002352352,0.01353506,0.004299446],"domain_scores_gemma":[0.9659887,0.008242214,0.002612116,0.003933766,0.01082523,0.008397887],"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":[0.0000458776,0.0001557547,0.00513598,0.0004022005,0.0000139199,0.0006467976,0.03671223,0.0001324697,0.001692688,0.1864256,0.6530666,0.1155698],"study_design_scores_gemma":[0.00001230237,0.00007077554,0.005349383,0.0003966498,0.000009304551,0.000257495,0.006791631,0.0001774394,0.0002772915,0.006589385,0.980014,0.00005446915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02225098,0.003885664,0.008128229,0.797883,0.01460855,0.000682733,0.0001938806,0.0004328243,0.1519341],"genre_scores_gemma":[0.215699,0.004381543,0.02463938,0.3963404,0.003416288,0.00141857,0.0006239472,0.0005059981,0.3529747],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08343662,"threshold_uncertainty_score":0.2320861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1018741379718921,"score_gpt":0.4428675597140808,"score_spread":0.3409934217421887,"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."}}