{"id":"W6924675954","doi":"10.15468/dl.p29kb3","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Confidentiality; Order (exchange)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000360856,0.0002659633,0.0002224894,0.0002061638,0.0006011646,0.0004017724,0.0005979399,0.0001576728,0.06927242],"category_scores_gemma":[0.0001639523,0.000289973,0.0001029407,0.000719486,0.00006728304,0.003354531,0.0008128504,0.0002518403,0.1577278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002765151,"about_ca_system_score_gemma":0.00009619043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005319996,"about_ca_topic_score_gemma":0.000008607808,"domain_scores_codex":[0.9985144,0.00001384893,0.0003597564,0.0002482428,0.0005976428,0.0002660693],"domain_scores_gemma":[0.9988911,0.000005754253,0.0004663583,0.0003666694,0.0002512693,0.00001880689],"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":[0.00004731725,0.0000315761,0.001222614,0.0002232179,0.00002006784,0.000001574779,0.00001035419,0.00001576918,2.029499e-8,0.000001232128,0.9972428,0.001183422],"study_design_scores_gemma":[0.0003043918,0.000003716904,0.0001058431,0.000001139901,0.00005892885,0.000001013574,0.0001136016,3.213889e-7,3.593534e-7,0.000004516041,0.9990752,0.000330907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002522298,0.00001246798,0.000002482689,0.0003172469,0.001344163,0.0003356432,0.9969874,0.0001587501,0.0005896402],"genre_scores_gemma":[0.00001590022,0.00001597844,5.051407e-7,0.001905265,0.00001011012,0.000009044278,0.9980428,2.342227e-8,3.741346e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08845535,"threshold_uncertainty_score":0.9999552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244802944034512,"score_gpt":0.1888076067197572,"score_spread":0.1763595772794121,"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."}}