{"id":"W7010733328","doi":"","title":"Journal of the Entomological Society of Ontario.","year":2006,"lang":"en","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bern Center for Precision Medicine, University of Bern; Canadian Forest Service; Direktion für Entwicklung und Zusammenarbeit; U.S. Forest Service; Agricultural Research Service; Chittaranjan National Cancer Institute; Lomonosov Moscow State University; China Aerospace Science and Technology Corporation; Ontario Ministry of Food and Agriculture; Agricultural Adaptation Council; Natural Sciences and Engineering Research Council of Canada; York University; Ministry of Agriculture, Food and Rural Affairs; Ontario Genomics Institute; Government of Canada; Ontario Genomics; Canadian Food Inspection Agency; University of Windsor; Agriculture and Agri-Food Canada; National Science Foundation; Ontario Ministry of Agriculture, Food and Rural Affairs; Trent University; Parks Canada; Department of Agriculture, Nova Scotia; Ministry of Natural Resources; U.S. Department of Agriculture; Colorado State University; Genome Canada; Great Lakes Fishery Commission; Syracuse University; Agri-Futures Nova Scotia Association; World Wildlife Fund; Smithsonian Institution","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008236308,0.00009220152,0.0001412247,0.000007095843,0.0002869421,0.00004566101,0.0003527145,0.0001028049,0.0007361546],"category_scores_gemma":[0.000006821233,0.00003525438,0.000311381,0.000244023,0.000247262,0.0006028963,0.0001484003,0.0001424643,0.00001002413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008846285,"about_ca_system_score_gemma":0.0001235672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003728352,"about_ca_topic_score_gemma":0.003295183,"domain_scores_codex":[0.9992841,0.00004807482,0.000230359,0.0001152523,0.0001850822,0.0001370681],"domain_scores_gemma":[0.9996069,0.00002668309,0.0002161412,0.00005208341,0.00004880735,0.00004939385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004365571,0.0001401163,0.9908082,0.000005232655,0.00001134146,0.00000526642,0.00005745552,0.000006316562,0.0002407401,0.001147929,0.005479492,0.002054236],"study_design_scores_gemma":[0.0001820935,0.00009081013,0.8793842,0.00001587211,0.00001476657,0.00001418697,0.0001091437,0.000001693129,0.002369022,0.0001979731,0.1175485,0.00007172849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959465,0.00007977869,0.00002248078,0.001536706,0.0002154525,0.0001030205,0.0001651801,0.00002076364,0.001910107],"genre_scores_gemma":[0.9990181,0.000008916786,0.0004551792,0.0002206445,0.0001221579,5.848665e-7,0.000008293572,1.015463e-7,0.0001660224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.112069,"threshold_uncertainty_score":0.8060377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262559754008796,"score_gpt":0.1567158631899619,"score_spread":0.144090265649874,"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."}}