{"id":"W4246308247","doi":"10.5864/d2015-017","title":"Branch Updates","year":2015,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"","field":"","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute of Public Health Inspectors","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001780114,0.00102865,0.001055903,0.003580602,0.001485976,0.003987565,0.00196182,0.003540025,0.753797],"category_scores_gemma":[0.008751301,0.0005484348,0.0008544901,0.001899642,0.0003856798,0.002392008,0.002283802,0.003086069,0.6426244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124835,"about_ca_system_score_gemma":0.00379735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005869805,"about_ca_topic_score_gemma":0.01593431,"domain_scores_codex":[0.9985123,0.0001568008,0.00006170209,0.0001589781,0.0009301873,0.0001799967],"domain_scores_gemma":[0.9931966,0.0007502773,0.0002877589,0.0005830429,0.003888529,0.001293784],"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":[0.00001048914,0.00001508039,0.00002807855,0.0000280505,6.873195e-7,0.000007920961,0.000003286996,0.000008270737,0.00003106836,0.0001899818,0.9822124,0.01746455],"study_design_scores_gemma":[0.000008235667,0.000006190269,0.0001448285,0.00004259774,0.000001679913,0.000007256537,0.000008007779,0.00001442616,0.00002780155,0.0001975916,0.9995394,0.000002022709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004344913,0.004270717,0.0009689149,0.02541236,0.05394165,0.000447082,0.008258196,0.003291238,0.9029753],"genre_scores_gemma":[0.0005680888,0.001304472,0.0003536984,0.005562325,0.005728213,0.0001024522,0.002960193,0.0003019169,0.9831187],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.753797,"threshold_uncertainty_score":0.3511787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06017550622609008,"score_gpt":0.3490663171366905,"score_spread":0.2888908109106004,"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."}}