{"id":"W6950057673","doi":"10.5281/zenodo.4568717","title":"Gnypeta brevicornis Casey 1906","year":2008,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Fredericton; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Spermatheca; Aedeagus; Seta; Ovipositor; Head (geology); Dorsum; Integument","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001117857,0.0005865686,0.0003427839,0.001062151,0.00169873,0.0005838205,0.0008062464,0.0006828637,0.01780439],"category_scores_gemma":[0.0004299714,0.0002181507,0.0001944244,0.0006480576,0.0005919267,0.001022022,0.001031465,0.0007340306,0.00697314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007950466,"about_ca_system_score_gemma":0.0003319409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02697133,"about_ca_topic_score_gemma":0.05363864,"domain_scores_codex":[0.9997616,0.00001884237,0.00001501492,0.00007599824,0.00009136712,0.00003706112],"domain_scores_gemma":[0.9998343,0.00002025524,0.00005361126,0.00001787135,0.00005918174,0.00001465499],"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":[0.0002255145,0.0001580941,0.03324725,0.0007194185,0.00004788352,0.005662131,0.002105804,0.001132594,0.02795819,0.008961407,0.07761292,0.8421687],"study_design_scores_gemma":[0.00007683598,0.0001534922,0.2087775,0.001141552,0.00006277214,0.01232643,0.001411424,0.0008305025,0.004502478,0.003197586,0.7674651,0.00005437742],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1881898,0.01434626,0.003748521,0.001127229,0.001071658,0.0004021178,0.002331321,0.0008281486,0.787955],"genre_scores_gemma":[0.8979102,0.003875375,0.005999115,0.00106074,0.0002855485,0.0001588421,0.002726086,0.0001097859,0.08787423],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02697133,"threshold_uncertainty_score":0.05956161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05479951088244108,"score_gpt":0.2123148912936024,"score_spread":0.1575153804111613,"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."}}