{"id":"W6911849661","doi":"10.5281/zenodo.14670965","title":"Agromyza mitarakensis Boucher 2025, n. sp.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Orbit (dynamics); Type (biology); Margin (machine learning); Section (typography); Midpoint","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002648616,0.0001323584,0.0001318771,0.00003627979,0.002261142,0.0004567157,0.0007050321,0.00005098717,0.01136519],"category_scores_gemma":[0.0002436809,0.00005894952,0.00006728188,0.0008228002,0.0001037348,0.0001654163,0.001208428,0.0001390593,0.005695515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007174743,"about_ca_system_score_gemma":4.624584e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005252928,"about_ca_topic_score_gemma":0.000004859863,"domain_scores_codex":[0.9987776,0.0001462784,0.00017785,0.0003617996,0.0002227177,0.0003138044],"domain_scores_gemma":[0.9994385,0.00003631185,0.00005578278,0.000104849,0.0002905817,0.00007398998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002059782,0.0000839413,0.00006074994,0.00001931639,0.00006253849,0.000005334426,0.0001144154,0.000005605343,0.01433515,0.003449874,0.8179938,0.1638487],"study_design_scores_gemma":[0.0001125192,0.00008320086,0.05489872,0.00002051821,0.00001683187,0.000003909034,0.0004836998,0.00001879063,0.0002461482,0.0002878791,0.9436989,0.0001289006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4348158,0.0003403513,0.0000866112,0.01845785,0.00020546,0.000689681,0.0001073455,0.001384315,0.5439126],"genre_scores_gemma":[0.9833495,0.0001823525,0.00006922535,0.0007041417,0.0001832347,7.726963e-8,0.000938346,0.00003886453,0.01453424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5485337,"threshold_uncertainty_score":0.9990378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03217548273772838,"score_gpt":0.2262183974608911,"score_spread":0.1940429147231628,"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."}}