{"id":"W3111814388","doi":"10.4039/tce.2020.68","title":"Distribution of Syrphidae (Diptera) across northern Ontario","year":2020,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Agriculture and Agri-Food Canada; University of Guelph; Trent University","funders":"","keywords":"Ecology; Habitat; Range (aeronautics); Geography; Bioindicator; Wetland; Biology; Species distribution","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0001361981,0.0001492092,0.0001528343,0.001429343,0.001597973,0.0005887143,0.0003189636,0.0001267549,0.001592789],"category_scores_gemma":[0.0004528357,0.0001678117,0.0001330787,0.001463978,0.0004741401,0.0002228662,0.0004500334,0.0001205625,0.0001717488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006369751,"about_ca_system_score_gemma":0.005364016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9451958,"about_ca_topic_score_gemma":0.9901618,"domain_scores_codex":[0.999775,0.00001010253,0.00001189111,0.00004677131,0.0001071581,0.00004910429],"domain_scores_gemma":[0.9993254,0.00004444903,0.0001885809,0.0000227835,0.00027547,0.0001434266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007627711,0.00001998584,0.9608652,0.0001789707,0.00004595899,0.0004688627,0.005755878,0.0001311624,0.0070442,0.0001805322,0.001467615,0.02376538],"study_design_scores_gemma":[0.000001234603,0.00001292183,0.996707,0.00001646777,0.000006610458,0.0000842962,0.001004703,0.00005483736,0.0001129122,0.000007584169,0.001987404,0.000004009628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919498,0.0007051358,0.0001542644,0.00008021309,0.000006235648,0.00003702638,0.001729124,0.00001894711,0.005319169],"genre_scores_gemma":[0.9961844,0.0006180283,0.0002909655,0.00002964133,0.000002483543,0.00001560818,0.0005477177,0.00000323556,0.002307905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05480421,"threshold_uncertainty_score":0.1102539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04420732952683117,"score_gpt":0.2224889439763252,"score_spread":0.1782816144494941,"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."}}