{"id":"W4395548047","doi":"10.15468/dl.7cyqxn","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; Geography; 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":[0.0009367825,0.002044102,0.001619547,0.004469051,0.0009719901,0.002455457,0.002910697,0.002140346,0.1445381],"category_scores_gemma":[0.00553867,0.0009532614,0.001228617,0.00896688,0.0004431046,0.002231515,0.002525819,0.002143041,0.2062599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001717977,"about_ca_system_score_gemma":0.002321481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02357303,"about_ca_topic_score_gemma":0.03809445,"domain_scores_codex":[0.9990255,0.0001228794,0.0001238958,0.0003402052,0.0002258846,0.0001616649],"domain_scores_gemma":[0.9978473,0.0005798432,0.0002077606,0.0005596665,0.0005442434,0.0002611186],"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":[0.00002958353,0.00001179644,0.0003659634,0.0004835638,0.00001469452,0.00001561523,0.00002308851,0.0001267057,0.0001172424,0.000385935,0.9971494,0.001276448],"study_design_scores_gemma":[0.00008707245,0.000007635834,0.001847807,0.000172011,0.0000139114,0.0000380023,0.00006633397,0.000182305,0.0001975328,0.0007680184,0.9966024,0.0000169296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000420978,0.0000249021,0.00004659145,0.00003590279,0.00001131862,0.000005612109,0.9987895,0.0004305702,0.0006135601],"genre_scores_gemma":[0.0001562069,0.00003127075,0.0002027349,0.00004639159,0.000003206372,0.00004227475,0.9989432,0.0001681761,0.0004067003],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8554619,"threshold_uncertainty_score":0.4835281,"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."}}