{"id":"W6912405996","doi":"10.5281/zenodo.4401240","title":"Paragrallomyia ecuadoriensis 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; Claw; Spermatheca; Snout; Thorax (insect anatomy); Pectoral girdle","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":[0.0001611161,0.0005538424,0.0003145093,0.001149046,0.0009273982,0.0003715609,0.0005528833,0.0002998472,0.01006706],"category_scores_gemma":[0.0002123831,0.0001150728,0.0001059919,0.0008034065,0.0003529928,0.0007817846,0.0004681344,0.000269584,0.0008287308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004653266,"about_ca_system_score_gemma":0.0002247641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01495516,"about_ca_topic_score_gemma":0.03297646,"domain_scores_codex":[0.9999511,0.00000470929,0.000004814911,0.00001485495,0.000008146287,0.00001646815],"domain_scores_gemma":[0.9999293,0.00000847538,0.00003157129,0.000005329596,0.00001398343,0.00001137849],"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":[0.0006842967,0.0002586982,0.09477282,0.001422061,0.00009786317,0.01043146,0.009276588,0.0006599473,0.02832338,0.004681134,0.02659532,0.8227965],"study_design_scores_gemma":[0.00008973503,0.0002976293,0.6489413,0.000684802,0.0001511568,0.006309357,0.004382225,0.001214929,0.001199213,0.0008889837,0.3358035,0.00003717518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8077958,0.03096964,0.002407684,0.001042403,0.0003395204,0.0003534209,0.002475543,0.0006610189,0.153955],"genre_scores_gemma":[0.9748476,0.004422972,0.002534376,0.0004104085,0.0001453895,0.0001706273,0.001679945,0.00002691867,0.01576187],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01495516,"threshold_uncertainty_score":0.03367764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04347159597186859,"score_gpt":0.2736366638566553,"score_spread":0.2301650678847867,"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."}}