{"id":"W6968535790","doi":"10.5281/zenodo.15464230","title":"Melanagromyza wedeliae Spencer","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Male genitalia; Larva; Spermatophore; Hook; Fecundity","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":[0.000104627,0.0003790007,0.0002241183,0.0007031545,0.0007980297,0.0002483863,0.0002524692,0.0002359776,0.005712593],"category_scores_gemma":[0.000335499,0.0001657955,0.0001128443,0.0002544971,0.0002631826,0.0004815435,0.0008310129,0.0003743815,0.001182608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002718481,"about_ca_system_score_gemma":0.0001645572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00294988,"about_ca_topic_score_gemma":0.008887885,"domain_scores_codex":[0.999897,0.000008904565,0.000007011867,0.00004035001,0.00002834841,0.00001836854],"domain_scores_gemma":[0.9998875,0.0000238565,0.00004279767,0.00001191694,0.00001507006,0.00001889355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001372332,0.0002880539,0.06682866,0.00150775,0.0001324254,0.008871923,0.002697766,0.00190903,0.3520231,0.004688764,0.01708617,0.542594],"study_design_scores_gemma":[0.0002973172,0.0007423328,0.7111498,0.0006123683,0.0001539278,0.02184684,0.001879191,0.001772797,0.03761588,0.002215991,0.2216343,0.00007917891],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8935721,0.0046647,0.00235246,0.0003753651,0.0001482969,0.0001393823,0.001190617,0.0002686655,0.09728856],"genre_scores_gemma":[0.981739,0.000774199,0.001884122,0.0001602904,0.00003870879,0.00003546059,0.0003437249,0.00001127021,0.01501322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005712593,"threshold_uncertainty_score":0.01911056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0373588203731866,"score_gpt":0.2283740041594595,"score_spread":0.1910151837862729,"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."}}