{"id":"W6893702646","doi":"10.5281/zenodo.3792864","title":"Gnypeta : 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":"Aedeagus; Spermatheca; Capsule; Ear lobe; Margin (machine learning)","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":[0.0001868937,0.001276817,0.0005715262,0.002771897,0.00251823,0.0009560985,0.001444833,0.001518093,0.0552529],"category_scores_gemma":[0.0009776307,0.0003934778,0.0003237184,0.001499279,0.001290916,0.002333891,0.001844272,0.00145987,0.0246225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249653,"about_ca_system_score_gemma":0.0005264091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01335053,"about_ca_topic_score_gemma":0.02197204,"domain_scores_codex":[0.9995338,0.00004405439,0.00003837028,0.0001809007,0.0001466883,0.00005628986],"domain_scores_gemma":[0.9997069,0.00005164259,0.000100565,0.00004185887,0.00007532384,0.00002362358],"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":[0.0003109768,0.0001862762,0.01200516,0.0006895736,0.00004849064,0.00237428,0.001579111,0.0006692574,0.01567233,0.008265357,0.06343506,0.8947642],"study_design_scores_gemma":[0.0001373759,0.000213953,0.09564096,0.0006251212,0.0000905768,0.01065377,0.0009554257,0.0006548858,0.002132535,0.002411942,0.8864229,0.00006060434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09382277,0.01209697,0.007618462,0.001186145,0.002090947,0.001120568,0.00437615,0.001440315,0.8762478],"genre_scores_gemma":[0.7030941,0.007539203,0.01537398,0.002044081,0.001306672,0.0006607518,0.008080239,0.0003010817,0.2615999],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0552529,"threshold_uncertainty_score":0.1848394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05302817338688749,"score_gpt":0.2107839259711139,"score_spread":0.1577557525842264,"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."}}