{"id":"W6911612363","doi":"10.5281/zenodo.13287186","title":"Scatophila rubribrunnea Sturtevant and Wheeler","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dorsum; Acute angle; Thorax (insect anatomy); Vein; Adult male; Sternum","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":[0.00006731443,0.0004359301,0.000174017,0.001356665,0.0008737269,0.0002897542,0.0002738752,0.0004143955,0.01237231],"category_scores_gemma":[0.0001445176,0.0001781282,0.0002488699,0.0003740377,0.0003208089,0.0004369902,0.0005261808,0.000345861,0.00447832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004506905,"about_ca_system_score_gemma":0.000316123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00578347,"about_ca_topic_score_gemma":0.0137674,"domain_scores_codex":[0.9999332,0.000008193481,0.000007052938,0.00001983107,0.00002056896,0.00001106611],"domain_scores_gemma":[0.9999295,0.000009778476,0.00002672408,0.000004611398,0.0000190869,0.0000102542],"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":[0.0003394046,0.0001639983,0.04147298,0.001572954,0.00009288156,0.008735131,0.002065193,0.001083932,0.1407283,0.008773067,0.03418895,0.7607831],"study_design_scores_gemma":[0.0001721382,0.0004983929,0.5217704,0.0009159211,0.0001699961,0.01697446,0.001655927,0.001018073,0.008817365,0.001866694,0.4460671,0.00007353672],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4664434,0.01382179,0.0033696,0.001056083,0.0005158327,0.0003584318,0.003219291,0.0006120877,0.5106034],"genre_scores_gemma":[0.9640178,0.003444134,0.003330241,0.0005178459,0.0001421154,0.0001442895,0.003200249,0.00002279693,0.02518053],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01237231,"threshold_uncertainty_score":0.04138952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03676769567284932,"score_gpt":0.2196695844401561,"score_spread":0.1829018887673068,"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."}}