{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001235384,0.0002001004,0.0001462249,0.0008205668,0.0008113307,0.0004827982,0.0001701512,0.0001813159,0.0008160484],"category_scores_gemma":[0.000340151,0.0002151557,0.0001187552,0.0006968042,0.0004135116,0.00009572322,0.000333492,0.0002092451,0.0001297515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002595682,"about_ca_system_score_gemma":0.001526921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7693804,"about_ca_topic_score_gemma":0.9271635,"domain_scores_codex":[0.9998511,0.00001384181,0.000009467152,0.00003331649,0.00004495576,0.00004737013],"domain_scores_gemma":[0.9995195,0.00002846397,0.000131306,0.00001356706,0.0001508537,0.0001563054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001324606,0.00004852122,0.9928167,0.00001693438,0.00001783189,0.0002861593,0.0005171266,0.00004762686,0.004601408,0.0000135284,0.0001680333,0.001333622],"study_design_scores_gemma":[0.000001389163,0.00002991821,0.9993321,0.000002881705,0.000002823538,0.00004590432,0.0004041191,0.00002492451,0.00008921175,0.000001563766,0.00006386618,0.000001334185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992291,0.00003112146,0.00001012841,0.000007088293,0.000001565671,0.000009170669,0.0003809614,6.022045e-7,0.0003303412],"genre_scores_gemma":[0.9980127,0.000123427,0.00006736398,0.00002279406,0.000002228875,0.00001086527,0.000568988,8.40567e-7,0.00119075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2306196,"threshold_uncertainty_score":0,"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."}}