{"id":"W7082968521","doi":"10.15468/dl.tm75dx","title":"Occurrence Download","year":2025,"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; Matching (statistics); Data collection; Range (aeronautics)","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":[0.0007769657,0.001832999,0.001374793,0.004316557,0.0009789038,0.002420895,0.00269849,0.001968685,0.1256828],"category_scores_gemma":[0.004957202,0.0008572821,0.001239407,0.008670721,0.0003964179,0.002212482,0.00232655,0.001981608,0.1840337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001676198,"about_ca_system_score_gemma":0.00219366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02532694,"about_ca_topic_score_gemma":0.04508184,"domain_scores_codex":[0.9990788,0.0001161277,0.000116586,0.0003279528,0.0002130362,0.0001474951],"domain_scores_gemma":[0.9980295,0.0004918606,0.0001662181,0.0005391721,0.0005456369,0.0002275414],"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":[0.000031331,0.00001204002,0.0004159391,0.0005111829,0.00001526687,0.00001697124,0.00002261431,0.0001470347,0.000125941,0.0004041463,0.9965209,0.001776804],"study_design_scores_gemma":[0.00006788105,0.00000734838,0.001790998,0.0001607591,0.00001221361,0.0000371994,0.00006886394,0.0002009976,0.0001885058,0.0006945897,0.9967552,0.00001534348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005536096,0.00003174716,0.00005879922,0.00004143328,0.00001362986,0.000006156451,0.9985256,0.0005019692,0.0007652584],"genre_scores_gemma":[0.0001882567,0.00003572245,0.0002451681,0.00004653597,0.000003544221,0.00003880977,0.9987998,0.0001452618,0.0004968716],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8743172,"threshold_uncertainty_score":0.4204507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583313752165829,"score_gpt":0.2207073729463884,"score_spread":0.2048742354247301,"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."}}