{"id":"W4395421844","doi":"10.15468/dl.282dre","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":[0.001037068,0.002356653,0.001709226,0.00482465,0.001117823,0.002724941,0.003269323,0.002486537,0.1341812],"category_scores_gemma":[0.005786684,0.0009457974,0.001297426,0.008538423,0.0004942224,0.002503439,0.002756419,0.002382657,0.2047385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001684786,"about_ca_system_score_gemma":0.002355481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01847532,"about_ca_topic_score_gemma":0.03225203,"domain_scores_codex":[0.9989709,0.0001430543,0.0001216312,0.0003755403,0.0002234527,0.0001656139],"domain_scores_gemma":[0.9977298,0.0006611309,0.0002053311,0.0005961237,0.000519008,0.0002885912],"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":[0.00003641863,0.00001549048,0.0004142234,0.0005878275,0.00001740045,0.00001979246,0.00002403512,0.0001602773,0.000129973,0.0003998167,0.9967642,0.001430509],"study_design_scores_gemma":[0.00009510115,0.000009840144,0.001726472,0.0001960504,0.00001666025,0.00004825107,0.00007738426,0.0002446,0.0002239967,0.0009810937,0.99636,0.0000204504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004958087,0.00003153241,0.00005125005,0.00004056866,0.00001341001,0.000006095594,0.9987342,0.00046991,0.0006035556],"genre_scores_gemma":[0.0001559493,0.00003256376,0.0002137062,0.00004506154,0.000003423663,0.00003996673,0.9990061,0.00013256,0.0003706543],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8658187,"threshold_uncertainty_score":0.448881,"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."}}