{"id":"W6950449075","doi":"10.5281/zenodo.6183805","title":"Tanypus (Tanypus) vilipennis Kieffer","year":2011,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beaver; Larva; Holotype; Identification (biology)","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":[0.0001206889,0.0004138294,0.0001377732,0.001321614,0.0006041016,0.0002912115,0.0004068261,0.0001409128,0.004264274],"category_scores_gemma":[0.0002766457,0.0001506065,0.0001231824,0.0005312951,0.0002349955,0.0004488259,0.0005437753,0.000148683,0.001225869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006489955,"about_ca_system_score_gemma":0.000207197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02587098,"about_ca_topic_score_gemma":0.09792133,"domain_scores_codex":[0.9999181,0.000005968024,0.00000766251,0.00002207259,0.00002569778,0.00002045198],"domain_scores_gemma":[0.9999083,0.0000116431,0.00003923034,0.000008762317,0.00001751816,0.00001452256],"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":[0.0005852518,0.0002034198,0.3329669,0.0005385631,0.0001383522,0.002910959,0.001812233,0.0007775475,0.132105,0.002793258,0.00640019,0.5187684],"study_design_scores_gemma":[0.00002316615,0.0002447359,0.9683293,0.0001019855,0.00006645038,0.002181746,0.001136037,0.0004824076,0.005484661,0.0002618821,0.02166603,0.00002157616],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558761,0.002594548,0.001485608,0.00004583999,0.00007610145,0.0001017857,0.0008695845,0.0001583921,0.03879197],"genre_scores_gemma":[0.9911888,0.0006239531,0.001014149,0.00005127185,0.00001190244,0.00002836544,0.0004970116,0.000006548037,0.00657797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02587098,"threshold_uncertainty_score":0.05144078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04440042849949188,"score_gpt":0.2188347587929506,"score_spread":0.1744343302934587,"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."}}