{"id":"W4232972693","doi":"10.1007/978-94-007-0753-5_101743","title":"Health Preservation","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Environmental science","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":[0.0007056607,0.0005830998,0.000287515,0.001286152,0.002865943,0.004361026,0.0008575129,0.001824852,0.1358417],"category_scores_gemma":[0.001037262,0.000199406,0.0003094707,0.001128332,0.00260311,0.003546562,0.003167969,0.002359955,0.0412074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002422206,"about_ca_system_score_gemma":0.002498551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004615674,"about_ca_topic_score_gemma":0.01267887,"domain_scores_codex":[0.9995778,0.0001049665,0.00001162038,0.00007454409,0.0001659143,0.00006513885],"domain_scores_gemma":[0.9998041,0.00004396413,0.000008661576,0.00004396128,0.00006196732,0.00003734113],"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":[0.0000147584,0.00002656548,0.0001051822,0.0001175832,0.000002545507,0.00004185315,0.001212749,0.0001031477,0.0002264889,0.3041988,0.5355827,0.1583677],"study_design_scores_gemma":[7.139564e-7,0.000002307689,0.00006226313,0.00006567491,6.506639e-7,0.00002563719,0.0002059502,0.0000162812,0.00006425471,0.0104234,0.9891315,0.000001357205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0003338087,0.004065596,0.001218948,0.003575815,0.00143379,0.00002849996,0.00008140211,0.00006953708,0.9891925],"genre_scores_gemma":[0.003254603,0.001987952,0.0005512928,0.001440734,0.0002837477,0.00002343677,0.00006849813,0.00005172369,0.9923381],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1358417,"threshold_uncertainty_score":0.4544358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1480133092042397,"score_gpt":0.495297423906625,"score_spread":0.3472841147023853,"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."}}