{"id":"W3204060961","doi":"10.1139/cjb-2021-0053","title":"Trichomycete prevalence in Thomas Brook, Nova Scotia, exposed to different levels of human activity","year":2021,"lang":"en","type":"article","venue":"Botany","topic":"Infectious Diseases and Mycology","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mayfly; Biology; Invertebrate; Benthic zone; Ecology; Water quality; Nymph; Nova scotia; Obligate; Aquatic insect; Larva; Geography; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001091595,0.0001569391,0.0003245713,0.00009294463,0.00004360741,0.0000159931,0.0001395726,0.00009035995,0.001175428],"category_scores_gemma":[0.0001174613,0.0001567409,0.0001178256,0.0002322918,0.00003193556,0.00006991991,0.0001644182,0.0001325722,0.00005746149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000111277,"about_ca_system_score_gemma":0.00007066585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002151777,"about_ca_topic_score_gemma":0.00133489,"domain_scores_codex":[0.9987321,0.0001972676,0.0002582098,0.0003486138,0.0001610663,0.0003027512],"domain_scores_gemma":[0.999231,0.0001024055,0.00008486165,0.0004045076,0.00007782505,0.00009936512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001997308,0.0006376088,0.06441632,0.0001574637,0.00002935901,0.0002745138,0.0002275013,0.000003054497,0.9310739,0.0003588096,0.0001769639,0.002444774],"study_design_scores_gemma":[0.0008377197,0.0007407709,0.9587257,0.00008316104,0.0000292083,0.00004763466,0.00003474897,0.00001967289,0.03896955,0.0002029693,0.0001323419,0.0001765255],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947019,0.0002137,0.0001281287,0.00006057445,0.0002626365,0.0003181978,0.00007932695,0.00003733585,0.004198172],"genre_scores_gemma":[0.9985895,0.000008568994,0.00006862357,0.0001142337,0.00006524165,0.00001830795,9.577544e-7,0.00001974049,0.001114788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8943094,"threshold_uncertainty_score":0.9997376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08103696484896933,"score_gpt":0.3437647445790467,"score_spread":0.2627277797300773,"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."}}