{"id":"W2781501099","doi":"","title":"PRESIDENT'S MESSAGE A mighty force for change","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Commission; Political science; Government (linguistics); Racialization; Politics; Poverty; Public administration; Vulnerability (computing); Mental health; Public relations; Criminology; Economic growth; Medicine; Law; Sociology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008656802,0.001378666,0.001252241,0.000915244,0.007245197,0.008970597,0.002747939,0.0382296,0.05400135],"category_scores_gemma":[0.02919544,0.0005475779,0.002284106,0.0007667314,0.004461583,0.006249806,0.003822789,0.03957562,0.02388461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007312311,"about_ca_system_score_gemma":0.03193963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05032285,"about_ca_topic_score_gemma":0.08036573,"domain_scores_codex":[0.9928282,0.0009640841,0.0003072789,0.0007840173,0.003399989,0.001716486],"domain_scores_gemma":[0.9856936,0.002378887,0.0003888777,0.0005961396,0.005041374,0.005901214],"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":[0.00001021292,0.00001879756,0.00005721198,0.00002021494,0.000003221507,0.0000463517,0.00005494267,0.0000107306,0.00003173576,0.002365315,0.9941323,0.003248863],"study_design_scores_gemma":[0.00001432925,0.00001115725,0.0002828016,0.00006344231,0.00000411832,0.00003949492,0.0001841649,0.00003323992,0.00003064703,0.001217277,0.998107,0.00001224069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001577244,0.001006417,0.0001052161,0.9051256,0.0854265,0.00001844948,0.0001381721,0.00009841886,0.007923529],"genre_scores_gemma":[0.002133312,0.0007902187,0.0005461312,0.9363235,0.02108342,0.00005648182,0.0001095324,0.000059956,0.03889744],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05400135,"threshold_uncertainty_score":0.1806525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.577875034658988,"score_gpt":0.6936623139805203,"score_spread":0.1157872793215322,"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."}}