{"id":"W6950032610","doi":"10.5281/zenodo.4401252","title":"Paragrallomyia quaternaria Ferro & Marshall 2020, new species","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Seta; Femur; Wing; Ejaculatory duct; Lobe; Thorax (insect anatomy)","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":[0.00009342802,0.0003556898,0.0002129933,0.0007169569,0.0007698855,0.0002298091,0.0003463885,0.0002446033,0.01058746],"category_scores_gemma":[0.0001475887,0.0001093408,0.0001046727,0.0004610065,0.0005086064,0.0006726152,0.0004360329,0.0002537881,0.001483513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005614544,"about_ca_system_score_gemma":0.0002917041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00849601,"about_ca_topic_score_gemma":0.02938047,"domain_scores_codex":[0.9999558,0.000003462357,0.000002920511,0.00001650899,0.00001304981,0.000008304818],"domain_scores_gemma":[0.9999471,0.000006244604,0.00002343224,0.000005448188,0.000008417783,0.000009259235],"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":[0.0006810366,0.0003286035,0.09138118,0.001001491,0.00007268658,0.005303207,0.003792756,0.001624161,0.05906244,0.007684423,0.03831634,0.7907516],"study_design_scores_gemma":[0.0001456222,0.0004093472,0.59491,0.0002668339,0.0001045126,0.007621494,0.00137004,0.002079283,0.00172215,0.001756447,0.3895784,0.00003600683],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7420001,0.01223349,0.004969235,0.001535512,0.0004187984,0.0006118874,0.002942592,0.0008888846,0.2343995],"genre_scores_gemma":[0.9689895,0.002433138,0.002962816,0.0004862518,0.0001584836,0.000126724,0.001191437,0.00001815749,0.02363336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01058746,"threshold_uncertainty_score":0.03541857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04999696388728109,"score_gpt":0.2818069861413792,"score_spread":0.2318100222540981,"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."}}