{"id":"W4396442106","doi":"10.15468/dl.gxxam6","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":[0.0008551002,0.002079094,0.00166971,0.005224436,0.00100167,0.002666002,0.002848574,0.002159853,0.1563503],"category_scores_gemma":[0.005636353,0.0009697977,0.001310052,0.01039247,0.0004282119,0.002443801,0.002640941,0.002070567,0.2277478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001845874,"about_ca_system_score_gemma":0.002411396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02496269,"about_ca_topic_score_gemma":0.03897811,"domain_scores_codex":[0.999007,0.0001142887,0.0001355866,0.0003389955,0.0002319681,0.0001720267],"domain_scores_gemma":[0.9978387,0.0005660407,0.000191439,0.0005455521,0.00060298,0.000255441],"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":[0.00003353816,0.00001228808,0.000402591,0.0006349402,0.00001614837,0.00001838702,0.00002555654,0.0001396568,0.000127721,0.0004071222,0.9963943,0.001787709],"study_design_scores_gemma":[0.00007650059,0.000007402246,0.001714519,0.0001923045,0.00001296282,0.00003831852,0.00007205486,0.0001768466,0.0001698284,0.0006523572,0.9968706,0.00001634858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004586241,0.00003250399,0.00005042879,0.0000386439,0.00001274657,0.000005963136,0.9985656,0.0005093648,0.00073888],"genre_scores_gemma":[0.0001591048,0.00004123043,0.0002177685,0.00004608211,0.000003505088,0.00004113397,0.9988664,0.0001666764,0.0004581758],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8436497,"threshold_uncertainty_score":0.5230439,"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."}}