{"id":"W4415430162","doi":"10.21083/jeso.v155i.7708","title":"Phyllodromia melanocephala (Fabricius) (Diptera: Empididae: Hemerodromiinae) newly established in the Nearctic Region and first record of Toxonevra muliebris (Harris) (Diptera: Pallopteridae) from mainland North America","year":2024,"lang":"","type":"article","venue":"The Journal of the Entomological Society of Ontario","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"U.S. Forest Service; Canadian Food Inspection Agency","keywords":"Mainland; Nearctic ecozone; Mainland China; Ornithology; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000105967,0.0001901537,0.0001173391,0.001078724,0.0007955203,0.0003076029,0.00023207,0.0001257167,0.001189812],"category_scores_gemma":[0.0002232343,0.0001334569,0.00008343483,0.0004264119,0.0003340938,0.0003952621,0.0004046219,0.0001971502,0.0002075591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000649815,"about_ca_system_score_gemma":0.0003227241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03775876,"about_ca_topic_score_gemma":0.1876379,"domain_scores_codex":[0.9999,0.000007350329,0.000006865886,0.00003597199,0.00001625073,0.00003353009],"domain_scores_gemma":[0.9996954,0.00001897963,0.0001425404,0.00001990995,0.00005760719,0.00006558795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001290302,0.00004419495,0.9555913,0.00003407093,0.0000150543,0.0004121541,0.001772026,0.00003367707,0.0218159,0.00006712609,0.0001706486,0.01991481],"study_design_scores_gemma":[7.552407e-7,0.00001602335,0.9989575,0.000003935711,0.000003287882,0.0002178154,0.000270334,0.00001671324,0.0001498713,0.000006026466,0.0003569268,9.022056e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980506,0.0001567447,0.00005815772,0.000009186419,0.000002783967,0.000005218176,0.0001251073,0.00000504676,0.001587258],"genre_scores_gemma":[0.9992229,0.0001048703,0.0001487001,0.000007661419,0.000002035054,0.000003922582,0.0001571202,8.72448e-7,0.0003519356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03775876,"threshold_uncertainty_score":0.07507795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282897024999487,"score_gpt":0.216629065371502,"score_spread":0.1938000951215072,"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."}}