{"id":"W6893688787","doi":"10.5281/zenodo.3790936","title":"Oxypoda lucidula Casey 1906","year":2009,"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":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Wetland; Vegetation (pathology); Hydrology (agriculture); Riparian zone","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":[0.0001115663,0.0006412336,0.0002258516,0.001101377,0.001380478,0.0003301839,0.0004816644,0.0002688245,0.02587022],"category_scores_gemma":[0.0002205643,0.0001894255,0.0001072998,0.000827216,0.0004580755,0.0009315135,0.0005398523,0.0004701797,0.00650844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001414655,"about_ca_system_score_gemma":0.0004170933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09923127,"about_ca_topic_score_gemma":0.2612574,"domain_scores_codex":[0.9998558,0.000007504941,0.000008513138,0.00004875998,0.00004909819,0.00003043089],"domain_scores_gemma":[0.99989,0.0000100066,0.00003853624,0.000007786767,0.0000394833,0.00001422872],"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":[0.000211432,0.00008151616,0.0528396,0.0004132892,0.00001757507,0.001534321,0.001099975,0.0002653447,0.007704356,0.003831485,0.1636151,0.7683859],"study_design_scores_gemma":[0.00003840683,0.0001458037,0.2541817,0.0002666143,0.00003021425,0.002057066,0.0007836733,0.0001666264,0.0008938636,0.0005496971,0.7408648,0.00002142748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2052044,0.01611295,0.003045429,0.001021409,0.0008207721,0.0005901511,0.01316359,0.0007530794,0.7592883],"genre_scores_gemma":[0.7836111,0.008029921,0.005313186,0.001316101,0.000390699,0.0002346177,0.00931464,0.00009844273,0.1916914],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09923127,"threshold_uncertainty_score":0.1973073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03277998223883899,"score_gpt":0.2160644167761031,"score_spread":0.1832844345372641,"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."}}