{"id":"W4249598620","doi":"10.1071/nbv23n6","title":"Volume 23 Number 5 & 6","year":2012,"lang":"en","type":"article","venue":"New South Wales Public Health Bulletin","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; University of Toronto","funders":"","keywords":"Volume (thermodynamics); Mathematics; Thermodynamics; Physics","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006320478,0.0004004992,0.0006663558,0.0002430333,0.002101597,0.00006169021,0.000496297,0.0005468927,0.04141554],"category_scores_gemma":[0.001934991,0.0003744791,0.0001431778,0.0006339656,0.0001054162,0.0002891324,0.0002429568,0.001480161,0.1001258],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202868,"about_ca_system_score_gemma":0.007092882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01183433,"about_ca_topic_score_gemma":0.0003228302,"domain_scores_codex":[0.9908863,0.001785976,0.001630538,0.000508144,0.0006671199,0.004521959],"domain_scores_gemma":[0.9925827,0.0005265046,0.0008166922,0.0009609768,0.0003266727,0.004786504],"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":[0.000007884792,0.0001180641,0.1490459,0.0002921248,0.00001207064,1.167659e-7,0.03828942,3.069316e-7,4.969407e-7,0.006759857,0.7988394,0.006634377],"study_design_scores_gemma":[0.0006719787,0.00002949168,0.08034233,0.00008017656,0.000004506099,0.000006812224,0.007006085,0.000004466407,8.677608e-8,0.00008037148,0.9114861,0.0002876318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0705342,0.001056918,0.002718948,0.8095278,0.008663795,0.001965283,0.0001174307,0.0008188467,0.1045968],"genre_scores_gemma":[0.3214378,0.0002745089,0.007344611,0.2007371,0.01957732,0.0005923035,0.0007956817,0.0002113559,0.4490293],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6087906,"threshold_uncertainty_score":0.9998707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1548187624552189,"score_gpt":0.4521597938844055,"score_spread":0.2973410314291866,"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."}}