{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001647183,0.0006078868,0.001225301,0.00005175319,0.0005338716,0.0003806183,0.002210723,0.0003684092,0.001254619],"category_scores_gemma":[0.0001102045,0.0001992156,0.001337694,0.00125931,0.001356717,0.000502917,0.0006371939,0.001887487,0.000008272827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003827988,"about_ca_system_score_gemma":0.0001683531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0760477,"about_ca_topic_score_gemma":0.05223282,"domain_scores_codex":[0.9950164,0.0009554217,0.001782402,0.0005441182,0.001005614,0.0006960442],"domain_scores_gemma":[0.9961125,0.001707398,0.001380212,0.0004089859,0.000188058,0.0002028153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001732452,0.001707976,0.7826347,0.0002023553,0.0009351209,0.0002141667,0.04278807,0.0001377537,0.003327257,0.00002805208,0.01929555,0.1469965],"study_design_scores_gemma":[0.0009726786,0.002071458,0.8298557,0.0006632537,0.0007187317,0.0002892408,0.003918215,0.0001430677,0.0001648261,0.0004059492,0.1603918,0.0004050494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817312,0.003504463,0.00004269606,0.01279575,0.0009015507,0.0006670189,0.00006514339,0.00001196317,0.0002802202],"genre_scores_gemma":[0.9923189,0.005301069,0.000461367,0.000896016,0.0004941844,0.00000997249,0.00001193702,0.000007192841,0.0004993136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1465914,"threshold_uncertainty_score":0.9996583,"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."}}