{"id":"W6892590505","doi":"10.5281/zenodo.10167362","title":"Oxypoda sylvia Casey 1906","year":2023,"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; Agriculture and Agri-Food Canada; Canadian Forest Service","funders":"","keywords":"Spring (device); Table (database); Habitat; Dead tree; Thinning; Snag","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003461543,0.00008148507,0.00007546889,0.00002910739,0.00172926,0.0004087122,0.0004278521,0.00004677842,0.01406082],"category_scores_gemma":[0.0002247772,0.00004306294,0.00004624262,0.0007753929,0.00005531983,0.0001395845,0.0004736551,0.0001073357,0.01778206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005087264,"about_ca_system_score_gemma":6.654499e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005929592,"about_ca_topic_score_gemma":0.000005268823,"domain_scores_codex":[0.9990218,0.0001275429,0.0001298694,0.0002547249,0.000184301,0.0002817646],"domain_scores_gemma":[0.9995495,0.00003191254,0.00004326914,0.00008478486,0.0001691163,0.0001214328],"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":[0.00003856621,0.0000584767,0.00004806094,0.000009227782,0.000009384416,0.00001868074,0.0000911614,0.000009594826,0.0111232,0.001818947,0.1427392,0.8440355],"study_design_scores_gemma":[0.00009977535,0.0001277722,0.01729987,0.000007245032,0.000003579857,0.0000303202,0.0002045145,0.0001335185,0.0004026617,0.0001278353,0.9814608,0.0001021331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537842,0.00002634001,0.00006255692,0.001186462,0.00008189162,0.0002329784,0.0004189924,0.001184991,0.04302156],"genre_scores_gemma":[0.995146,0.00002924791,0.000009452604,0.00009225529,0.0001739463,4.22434e-8,0.004215535,0.00001389926,0.0003196328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8439334,"threshold_uncertainty_score":0.9995704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04826013988174669,"score_gpt":0.2244275577845913,"score_spread":0.1761674179028446,"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."}}