{"id":"W2508960987","doi":"10.5864/d2016-021","title":"Environmental health needs assessment for northern Canada: an NCCEH survey","year":2016,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Environmental planning; Geography; Environmental resource management; Environmental health; Environmental science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002222494,0.0006920014,0.001060221,0.00004505412,0.0008579489,0.00002903464,0.0006923127,0.0001173695,0.006417669],"category_scores_gemma":[0.00002542255,0.0005330369,0.0002274246,0.0001927598,0.0003940389,0.0006137578,0.0003903129,0.0002662999,0.0004690837],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0123161,"about_ca_system_score_gemma":0.0004657612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1576871,"about_ca_topic_score_gemma":0.3304556,"domain_scores_codex":[0.9938736,0.0009935522,0.001309406,0.0009850202,0.001293972,0.001544447],"domain_scores_gemma":[0.9966552,0.0002112424,0.0007786066,0.0008964464,0.000001869786,0.001456601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003555301,0.0009923445,0.5663406,0.0003525896,0.00005722754,0.000005003942,0.0002277043,0.00001409546,0.0006156518,0.00001599558,0.02194652,0.4093967],"study_design_scores_gemma":[0.001110305,0.0009300944,0.8194875,0.0004470184,0.0000258046,0.00001569122,0.0002046282,0.00002087109,0.00004165279,0.0000549582,0.1769636,0.0006979295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9071358,0.03700415,0.00336345,0.02885101,0.001504316,0.01175828,0.008858161,0.0002144259,0.001310451],"genre_scores_gemma":[0.9134675,0.05608045,0.001495249,0.0250556,0.0001540607,0.000676056,0.001046787,0.0001619545,0.0018624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4086988,"threshold_uncertainty_score":0.9997121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03387987807961771,"score_gpt":0.3429777277993047,"score_spread":0.309097849719687,"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."}}