{"id":"W4396429667","doi":"10.15468/dl.h3cxgt","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":[0.0009409254,0.001997605,0.00157649,0.004277977,0.0009246762,0.002438872,0.002858116,0.002058049,0.1492031],"category_scores_gemma":[0.005711613,0.0009405109,0.001159371,0.008871719,0.0004327961,0.00224389,0.002406512,0.002103996,0.2038084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001692951,"about_ca_system_score_gemma":0.002215757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02240082,"about_ca_topic_score_gemma":0.03617619,"domain_scores_codex":[0.9990644,0.0001252334,0.0001169361,0.0003288049,0.0002118689,0.0001527266],"domain_scores_gemma":[0.997809,0.0006300918,0.000206889,0.0005501096,0.0005475705,0.0002564068],"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":[0.0000283192,0.00001094696,0.0003459212,0.0004870341,0.00001457159,0.00001418543,0.00002315522,0.0001414966,0.0001036188,0.0003919186,0.9971212,0.001317567],"study_design_scores_gemma":[0.00008390996,0.00000721622,0.001737135,0.0001672118,0.00001349183,0.00003458296,0.00006603236,0.0002002649,0.0001887814,0.0008368028,0.9966475,0.00001701739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004073141,0.00002429045,0.00005094957,0.00003624617,0.00001086528,0.000005268405,0.9987858,0.0004395223,0.0006063764],"genre_scores_gemma":[0.0001687163,0.00003175404,0.0002165238,0.00004548088,0.000003227377,0.00004355738,0.9989058,0.0001757495,0.0004092692],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8507969,"threshold_uncertainty_score":0.4991342,"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."}}