{"id":"W6893796029","doi":"10.5281/zenodo.4678598","title":"Melanagromyza urticae Eiseman & Lonsdale 2021, spec. nov.","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Entomopathogenic Microorganisms in Pest Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seta; Dorsum; Ommatidium; Chiasma; Wing; Urticaceae","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002080931,0.001023142,0.0004297296,0.001110911,0.0008713831,0.0005439809,0.0006362634,0.0006565264,0.01072563],"category_scores_gemma":[0.0005136254,0.0002623113,0.0001713704,0.0006024633,0.0002951034,0.001241224,0.0006762865,0.000651778,0.006544487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004398006,"about_ca_system_score_gemma":0.00024651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005491009,"about_ca_topic_score_gemma":0.01665777,"domain_scores_codex":[0.9997945,0.00002500666,0.00002299441,0.00008184766,0.00005063595,0.00002496596],"domain_scores_gemma":[0.999786,0.00003811959,0.0000722525,0.00002880624,0.00004889716,0.00002605218],"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":[0.000634223,0.0002504383,0.03335039,0.001561771,0.0001702403,0.005430654,0.002348491,0.001272987,0.1010286,0.004165967,0.08361036,0.7661759],"study_design_scores_gemma":[0.0001773711,0.0004375421,0.3506345,0.0009323542,0.0002578604,0.01747038,0.001845817,0.0009311733,0.005798189,0.001213017,0.6202465,0.00005525383],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3898138,0.05548305,0.01033869,0.001884104,0.001764373,0.001204156,0.01710125,0.00175749,0.5206531],"genre_scores_gemma":[0.8940216,0.01065015,0.01363704,0.001244951,0.000334359,0.0006682607,0.009532541,0.0001272682,0.06978392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01072563,"threshold_uncertainty_score":0.03588074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163676459721041,"score_gpt":0.2102684145372899,"score_spread":0.1886316499400796,"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."}}