{"id":"W4395231123","doi":"10.15468/dl.59p3h9","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":[0.001048403,0.002273219,0.001745186,0.004980284,0.00110111,0.002693065,0.003141632,0.002427699,0.1369529],"category_scores_gemma":[0.005931052,0.000935396,0.001243424,0.009309586,0.0004957812,0.002417689,0.002688893,0.002325839,0.1998844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00177718,"about_ca_system_score_gemma":0.002404607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01990528,"about_ca_topic_score_gemma":0.03458576,"domain_scores_codex":[0.9989372,0.0001525805,0.0001325134,0.0003798667,0.0002273727,0.0001704449],"domain_scores_gemma":[0.9977156,0.0006715144,0.0002148585,0.0005750805,0.0005378004,0.0002851455],"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":[0.00003551095,0.00001445384,0.0004098331,0.0006237214,0.00001783237,0.00001877611,0.00002436376,0.0001626229,0.0001232411,0.0003985618,0.9967532,0.001417887],"study_design_scores_gemma":[0.00009715893,0.000009532946,0.001750508,0.0002144325,0.00001664998,0.00004525235,0.00007668976,0.0002127843,0.0001963728,0.0009006863,0.9964605,0.00001945225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004518474,0.00003376003,0.00004420464,0.00003901354,0.00001211413,0.00000561112,0.9988974,0.0003690406,0.0005537032],"genre_scores_gemma":[0.0001567145,0.00003661801,0.0001973058,0.00004543057,0.000003427656,0.00004051266,0.9990273,0.0001198629,0.0003728219],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8630471,"threshold_uncertainty_score":0.4581532,"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."}}