{"id":"W6912201130","doi":"10.5281/zenodo.15020957","title":"Euura sagmarius","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Thorax (insect anatomy); Malaise; Holotype; Head (geology); Taxonomy (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0000588832,0.0004970178,0.0002400201,0.001147207,0.0009304602,0.0004092419,0.0004175032,0.000379331,0.02402112],"category_scores_gemma":[0.0001947849,0.000168946,0.0001533609,0.0005655438,0.0003445379,0.0009718923,0.0006790484,0.000314575,0.009977497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002948508,"about_ca_system_score_gemma":0.00015916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002135342,"about_ca_topic_score_gemma":0.004553694,"domain_scores_codex":[0.9999115,0.00001199152,0.00001114478,0.00003552457,0.00001673399,0.000013168],"domain_scores_gemma":[0.9999493,0.000005369543,0.0000214093,0.0000083097,0.00001172328,0.000003819254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000156255,0.00006372774,0.009619359,0.00047967,0.00003556874,0.001049175,0.0009201113,0.0003288974,0.01537194,0.006634143,0.02045976,0.9448814],"study_design_scores_gemma":[0.00003630309,0.0002168035,0.1310702,0.0004801054,0.0001116346,0.007561331,0.001494192,0.0005107913,0.002677973,0.002046406,0.8537655,0.00002866303],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2302331,0.02529675,0.008498567,0.0007745159,0.001251533,0.0003494632,0.003036408,0.001215075,0.7293446],"genre_scores_gemma":[0.9108515,0.006721371,0.006579432,0.000712554,0.0002640348,0.0001671936,0.003221108,0.0000936176,0.0713892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02402112,"threshold_uncertainty_score":0.08035862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851174906080648,"score_gpt":0.2347078855962338,"score_spread":0.2161961365354273,"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."}}