{"id":"W6892374971","doi":"10.5203/0zsn-0204","title":"Red River Devil's Lake Ectoparasite Phase 3 Appendix","year":2019,"lang":"en","type":"dataset","venue":"UMANCEOS","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Phase (matter); Hydrology (agriculture); Floodplain; Plankton; Aquatic animal","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":[0.001067273,0.001382373,0.001017809,0.004822608,0.0007839567,0.001992674,0.002004228,0.001526999,0.2131544],"category_scores_gemma":[0.009006161,0.0008119367,0.001283676,0.006207425,0.0003350095,0.001027726,0.001490981,0.00109711,0.1080663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001573436,"about_ca_system_score_gemma":0.003886808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09159416,"about_ca_topic_score_gemma":0.1303917,"domain_scores_codex":[0.9991991,0.0001079835,0.0001149121,0.0002158805,0.0002022297,0.0001598643],"domain_scores_gemma":[0.9951537,0.001613305,0.0004363419,0.0007540627,0.001648822,0.0003938258],"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":[0.00003693411,0.00001028072,0.0009418563,0.000336304,0.00001869705,0.00001080465,0.00001090825,0.0002936222,0.00003836103,0.0002400825,0.9962603,0.001801837],"study_design_scores_gemma":[0.00034122,0.00001839543,0.008100578,0.0004899413,0.00005075762,0.00003823115,0.00009165092,0.0008177905,0.0002128813,0.001590994,0.988212,0.00003555853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005479538,0.00001570687,0.00003232129,0.00002823523,0.00001470159,0.000007727096,0.9991967,0.0001152076,0.0005346562],"genre_scores_gemma":[0.0004901173,0.00003988798,0.0003577761,0.00006383023,0.000008000811,0.00009127089,0.9975132,0.0000934494,0.001342424],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2131544,"threshold_uncertainty_score":0.7130725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03251216624813111,"score_gpt":0.3361265419294017,"score_spread":0.3036143756812706,"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."}}