{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003535507,0.0001082834,0.0001289946,0.00003329407,0.001540276,0.0004685995,0.0009307427,0.00007645923,0.02856592],"category_scores_gemma":[0.0005825814,0.000047613,0.00006758231,0.0005444339,0.0001577796,0.0001169505,0.0007344848,0.0001757465,0.00429846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005969337,"about_ca_system_score_gemma":8.334184e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003592352,"about_ca_topic_score_gemma":0.000004331505,"domain_scores_codex":[0.9988286,0.0001928843,0.000176684,0.0003288984,0.0001799829,0.0002929406],"domain_scores_gemma":[0.9993646,0.0000626496,0.00005402098,0.0001059203,0.0003213153,0.00009156187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006888161,0.000096879,0.00003459539,0.00001167699,0.00003724078,0.000007372799,0.00005177596,0.000004069775,0.1528775,0.02684068,0.2724013,0.547568],"study_design_scores_gemma":[0.0001465303,0.0001628456,0.02025911,0.00001526331,0.000006528131,0.000007755943,0.0001818002,0.00002291947,0.001033073,0.001234777,0.9768195,0.0001099467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2578221,0.0003690321,0.0002768502,0.01992196,0.0002037769,0.0005632389,0.0002329637,0.001182838,0.7194272],"genre_scores_gemma":[0.995671,0.00007882164,0.00005904175,0.0008588852,0.0001506196,3.32552e-8,0.0005376794,0.00002409479,0.002619843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7378489,"threshold_uncertainty_score":0.9997596,"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."}}