{"id":"W4415464737","doi":"10.21083/jeso.v156.8170","title":"NEW RECORDS OF CERIANA ABBREVIATA LOEW (DIPTERA, SYRPHIDAE) IN GUELPH, ONTARIO AFTER 110 YEARS","year":2025,"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":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medical record; Population; Public health; Incidence (geometry)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001860999,0.0004194138,0.001126761,0.00003528652,0.0001744638,0.00008745376,0.002455934,0.0004591742,0.01058064],"category_scores_gemma":[0.00006695288,0.0001501308,0.001772362,0.0007504382,0.0006549177,0.000264215,0.0008262999,0.001591091,0.00001005804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368499,"about_ca_system_score_gemma":0.0009745028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3765485,"about_ca_topic_score_gemma":0.6751397,"domain_scores_codex":[0.9960589,0.0004327522,0.001847799,0.0003250642,0.0007463199,0.00058915],"domain_scores_gemma":[0.9973838,0.0004042126,0.001467144,0.000358024,0.000207148,0.0001797195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001603874,0.001168697,0.896096,0.00006028462,0.0004416047,0.00002484895,0.008662969,0.00004601244,0.002947437,0.0001355139,0.01483667,0.07397608],"study_design_scores_gemma":[0.0007870878,0.0009744946,0.8513826,0.0006588051,0.0003766767,0.00004638339,0.0007264525,0.00000166673,0.0003854024,0.0008038539,0.143642,0.0002145187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889717,0.00187455,0.00002209034,0.006027283,0.001439233,0.0004660916,0.00001675646,0.000004481225,0.001177807],"genre_scores_gemma":[0.9701536,0.0005443675,0.0007887263,0.0008562071,0.0002493066,0.000003481578,0.000001923807,0.00000256804,0.02739985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2985912,"threshold_uncertainty_score":0.9903238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02093151250525757,"score_gpt":0.2278250410346284,"score_spread":0.2068935285293709,"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."}}