{"id":"W4395382922","doi":"10.15468/dl.3t2t3v","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":[0.0008750862,0.001797886,0.001472863,0.004376958,0.0009865288,0.002791128,0.002646972,0.001829817,0.1816294],"category_scores_gemma":[0.005881888,0.0008631431,0.001271644,0.00880817,0.0003938374,0.002473501,0.002553185,0.001927081,0.2666157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491728,"about_ca_system_score_gemma":0.002295763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02059162,"about_ca_topic_score_gemma":0.03303563,"domain_scores_codex":[0.9990095,0.0001260996,0.0001263594,0.0003521463,0.000214831,0.0001709812],"domain_scores_gemma":[0.9977053,0.0006111964,0.0001876683,0.0006227575,0.0006263326,0.000246756],"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":[0.0000270998,0.000009211997,0.0003899988,0.0004396565,0.00001290144,0.00001464497,0.00002301986,0.0001246658,0.00009969644,0.0003763462,0.9966528,0.001829937],"study_design_scores_gemma":[0.00005272506,0.00000618051,0.001566053,0.0001498008,0.00001080245,0.00003109841,0.00006849797,0.0001801352,0.0001701021,0.0008077994,0.996942,0.00001483258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004413023,0.0000273381,0.00006497763,0.00004244383,0.00001488943,0.000005902988,0.9983235,0.0006286018,0.0008481492],"genre_scores_gemma":[0.0001857568,0.00003825278,0.0002636158,0.0000531233,0.000004416187,0.00004553898,0.998535,0.0002324355,0.0006417333],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8183706,"threshold_uncertainty_score":0.6076109,"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."}}