{"id":"W4399264904","doi":"10.22621/cfn.v137i3.3221","title":"<i>Chilostigma itascae</i> (Trichoptera: Limnephilidae), a globally rare caddisfly new for Canada","year":2024,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Fish and Wildlife Service; Northwestern University","keywords":"Caddisfly; Biology; Zoology; Ecology; Larva","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":[0.0001170166,0.0003611964,0.0001925672,0.001396967,0.004075131,0.001287812,0.0003910109,0.000211724,0.008850734],"category_scores_gemma":[0.0002331647,0.0001795752,0.0001411447,0.001218884,0.0009159662,0.0003628496,0.0006151924,0.0005137885,0.00116353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007964828,"about_ca_system_score_gemma":0.009254892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9670596,"about_ca_topic_score_gemma":0.9933156,"domain_scores_codex":[0.9998078,0.000003920218,0.000005544476,0.00004034075,0.00008303476,0.00005936841],"domain_scores_gemma":[0.9996258,0.00001158436,0.00005774123,0.00001181453,0.0002156759,0.00007727639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001429575,0.0000393168,0.5874619,0.0004144149,0.00004424535,0.001414276,0.004166889,0.0002522359,0.01509066,0.001577406,0.05667368,0.332722],"study_design_scores_gemma":[0.000008663236,0.00007600762,0.7416753,0.000314972,0.00006756482,0.001480171,0.006428661,0.0003456784,0.002855828,0.0001949155,0.2465109,0.00004139291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7306526,0.0120053,0.002146475,0.003621224,0.0003630648,0.0002256454,0.01370896,0.0004391225,0.2368376],"genre_scores_gemma":[0.9004529,0.008047313,0.002060775,0.0009787095,0.00006626118,0.00003016607,0.005450985,0.0000680255,0.08284501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03294039,"threshold_uncertainty_score":0.06626868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356291624690517,"score_gpt":0.1950915863718449,"score_spread":0.1815286701249397,"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."}}