{"id":"W1711144712","doi":"10.1177/00333549081230s210","title":"Public Health and Social Work: Training Dual Professionals for the Contemporary Workplace","year":2008,"lang":"en","type":"article","venue":"Public Health Reports","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Public health; Dual (grammatical number); Work (physics); Training (meteorology); Health professionals; Medical education; Social work; Medicine; Public relations; Nursing; Political science; Health care; Geography; Engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01616551,0.000146132,0.0003464918,0.00009725569,0.0126838,0.000246961,0.0001419701,0.0001553995,0.0002595316],"category_scores_gemma":[0.005049452,0.000120891,0.0000877065,0.001209721,0.0004610933,0.0006370915,0.0000461601,0.0003867742,0.000006760889],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003220535,"about_ca_system_score_gemma":0.026186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006721563,"about_ca_topic_score_gemma":0.0002139424,"domain_scores_codex":[0.995522,0.001572479,0.0007804938,0.0003913378,0.0007003489,0.001033297],"domain_scores_gemma":[0.995207,0.002310788,0.001110489,0.0001954686,0.0003155104,0.0008607961],"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":[0.00001392893,0.0001502754,0.01001182,0.0000336958,0.00003284261,0.000007979793,0.337953,3.917537e-8,3.145449e-8,0.02418532,0.5223818,0.1052293],"study_design_scores_gemma":[0.0001627256,0.00002540508,0.009790353,0.000009626183,0.000001410048,0.00003539111,0.09813175,0.000001379848,2.327817e-8,0.0004437221,0.8912909,0.0001073082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008350141,0.003582496,0.0004184542,0.9722628,0.002135745,0.001524843,0.000004751225,0.0001559018,0.01156487],"genre_scores_gemma":[0.9400617,0.0002570808,0.0004184281,0.0427687,0.001383233,0.0003606449,0.00004810802,0.0000247163,0.01467732],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9317116,"threshold_uncertainty_score":0.9886016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4861133799162978,"score_gpt":0.4715191444887321,"score_spread":0.01459423542756577,"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."}}