{"id":"W4250462542","doi":"10.5864/d2012-009","title":"Branch Updates","year":2012,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001476322,0.00103688,0.001067074,0.003346219,0.001505791,0.003689374,0.001864291,0.003562724,0.7481326],"category_scores_gemma":[0.006960374,0.0005382429,0.0008077387,0.001846176,0.0003424819,0.002191631,0.001999523,0.002982388,0.6427862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072708,"about_ca_system_score_gemma":0.003043794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005397748,"about_ca_topic_score_gemma":0.01486601,"domain_scores_codex":[0.9987533,0.0001279241,0.00004994144,0.0001412271,0.0007704225,0.0001571649],"domain_scores_gemma":[0.9945574,0.0005875013,0.0002296896,0.000489544,0.003085429,0.001050525],"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":[0.00001183996,0.00001729582,0.00003121742,0.00002765695,6.899834e-7,0.000009024222,0.000003261954,0.00000850954,0.00003820012,0.0001783639,0.9807485,0.01892537],"study_design_scores_gemma":[0.000008787435,0.000007155993,0.0001833578,0.00003804506,0.00000190528,0.000008810604,0.000008165692,0.00001701354,0.00003377936,0.0001851679,0.9995056,0.000002181351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004834107,0.003904811,0.000935804,0.02260514,0.04774256,0.0004301684,0.007289402,0.003149498,0.9134593],"genre_scores_gemma":[0.0005268751,0.001059629,0.0003091832,0.004433403,0.004694342,0.00008744782,0.002394442,0.0002570298,0.9862376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2518674,"threshold_uncertainty_score":0.3592582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03208435616142905,"score_gpt":0.3355481678933149,"score_spread":0.3034638117318858,"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."}}