{"id":"W6930122375","doi":"10.5281/zenodo.10591340","title":"Linked collectors and determiners for: Aradidae (Heteroptera) new to North America and Canada, with some additional provincial and state records for Canada and the USA.","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Animal health and immunology","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Attribution; Biodiversity; Natural (archaeology); Historical record","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":[0.001393206,0.001616665,0.001448548,0.005519449,0.001540247,0.002407365,0.003069659,0.001646758,0.05985351],"category_scores_gemma":[0.007485054,0.0009065648,0.0009225585,0.01148459,0.0006416885,0.001185342,0.002154704,0.002295281,0.06942641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004749886,"about_ca_system_score_gemma":0.009013501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.22929,"about_ca_topic_score_gemma":0.3916955,"domain_scores_codex":[0.9983575,0.0001467679,0.0001866867,0.0005299228,0.0005077078,0.0002714161],"domain_scores_gemma":[0.9948432,0.000773112,0.0005632965,0.001063251,0.002345311,0.0004116907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002735659,0.000009365246,0.001368521,0.0004128465,0.00002413884,0.00001358797,0.00003452519,0.0001365687,0.0001304265,0.0005370959,0.995463,0.001842594],"study_design_scores_gemma":[0.00005397525,0.000003240526,0.005328927,0.0002605102,0.00001915771,0.00002873751,0.0000857348,0.0001111013,0.0002500367,0.0005811592,0.9932588,0.00001866287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006397063,0.0000276863,0.00004931938,0.00002139713,0.0000128271,0.000007081818,0.9991678,0.00009678272,0.0005531447],"genre_scores_gemma":[0.0002469552,0.00003593392,0.0003003507,0.00002553689,0.000002837002,0.00004957013,0.998476,0.00005186272,0.0008110296],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7707101,"threshold_uncertainty_score":0.4559107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02529637798080345,"score_gpt":0.2508782608134043,"score_spread":0.2255818828326009,"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."}}