{"id":"W4225990167","doi":"10.5864/d2022-001","title":"Branch Updates","year":2022,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Ministry of Agriculture","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01196473,0.001082653,0.001694604,0.006708866,0.004507257,0.00898275,0.004121993,0.02194472,0.2070115],"category_scores_gemma":[0.07335445,0.00116029,0.002268959,0.003877254,0.001811494,0.003780119,0.003187831,0.01848122,0.1244005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01125936,"about_ca_system_score_gemma":0.04051647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08914873,"about_ca_topic_score_gemma":0.2772327,"domain_scores_codex":[0.9853685,0.002373635,0.001271612,0.0008831429,0.008114438,0.001988574],"domain_scores_gemma":[0.9236159,0.01279865,0.003160275,0.002553214,0.05065693,0.007215119],"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":[0.000005229527,0.000005193202,0.00002692191,0.00001900658,0.000001344997,0.00001537152,0.000005588318,0.000004706787,0.000008476322,0.0001491186,0.997288,0.002471023],"study_design_scores_gemma":[0.00001839341,0.000006586793,0.0003328383,0.000207936,0.00000736339,0.00002370713,0.00004399996,0.00001590703,0.00002178251,0.0002902251,0.9990208,0.00001046164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004268282,0.007813242,0.0004662435,0.5716757,0.2476034,0.0003365902,0.004774753,0.0009509141,0.1659523],"genre_scores_gemma":[0.002279701,0.006526829,0.0009528091,0.4951855,0.05187475,0.0004556907,0.002998359,0.0004392523,0.4392873],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2070115,"threshold_uncertainty_score":0.6925223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966480324313652,"score_gpt":0.3098429268368584,"score_spread":0.2901781235937219,"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."}}