{"id":"W4395190129","doi":"10.15468/dl.3mdsm7","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000967049,0.002349205,0.001701171,0.005114515,0.001023159,0.002612091,0.00295032,0.002265819,0.1406317],"category_scores_gemma":[0.005797789,0.0009333867,0.001251156,0.009765714,0.0004890948,0.002387648,0.00262432,0.002079772,0.2023133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001629386,"about_ca_system_score_gemma":0.002398208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02041621,"about_ca_topic_score_gemma":0.03489431,"domain_scores_codex":[0.9989514,0.0001467124,0.0001351607,0.0003866346,0.0002153038,0.0001647086],"domain_scores_gemma":[0.9977399,0.0006513375,0.0002127182,0.0005570456,0.0005620976,0.0002769771],"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":[0.00003896092,0.00001456416,0.0004590636,0.0007018754,0.00001886575,0.00001856533,0.00002405799,0.0001581295,0.0001347798,0.0003901238,0.9965242,0.001516838],"study_design_scores_gemma":[0.00009762937,0.00001018264,0.001745227,0.000206323,0.00001747541,0.00004328858,0.00006983701,0.0001924618,0.0001967691,0.0008629347,0.9965376,0.00002035146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004635993,0.00003310999,0.00004230413,0.0000326523,0.00001182049,0.000005413999,0.9988777,0.0003762754,0.0005743275],"genre_scores_gemma":[0.0001614622,0.00003968385,0.0002086384,0.00004545292,0.000003397606,0.00004112238,0.998965,0.0001331899,0.0004019391],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8593683,"threshold_uncertainty_score":0.4704598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211521975983318,"score_gpt":0.2128307323676279,"score_spread":0.2007155126077947,"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."}}