{"id":"W4395156096","doi":"10.15468/dl.2zs9bn","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","field":"Environmental Science","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":[0.0009402699,0.001947011,0.001508041,0.00431891,0.0009454145,0.002469291,0.002842115,0.002105254,0.1596664],"category_scores_gemma":[0.00588011,0.0009428046,0.001109147,0.009342376,0.0004187746,0.002135837,0.002332876,0.002113349,0.2078355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001847392,"about_ca_system_score_gemma":0.002423516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02486975,"about_ca_topic_score_gemma":0.03958521,"domain_scores_codex":[0.9990309,0.0001283576,0.000121254,0.0003261183,0.0002361311,0.0001571522],"domain_scores_gemma":[0.9977094,0.0006745719,0.0002145997,0.0005603138,0.000571866,0.0002692726],"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":[0.00002593643,0.00001064689,0.000303508,0.0004142989,0.00001216881,0.00001293936,0.00001988567,0.0001233254,0.00008925197,0.0003887256,0.9974579,0.001141563],"study_design_scores_gemma":[0.00008597945,0.00000653838,0.001629718,0.0001603803,0.0000121297,0.00003141566,0.00006084449,0.0001930144,0.000177709,0.0008055621,0.996821,0.00001562962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003503631,0.00002007613,0.00004273919,0.00003444263,0.000009675445,0.000005169112,0.9988545,0.0003576822,0.0006406271],"genre_scores_gemma":[0.0001543655,0.00002936926,0.000205472,0.00004383647,0.000003156752,0.0000459873,0.9989012,0.0001593125,0.0004571977],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8403336,"threshold_uncertainty_score":0.5341372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484850230871555,"score_gpt":0.2268166199254699,"score_spread":0.2019681176167544,"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."}}