{"id":"W4395315810","doi":"10.15468/dl.5ec4gj","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":[0.0009146573,0.001863743,0.001543437,0.004332123,0.001006644,0.002621604,0.002933995,0.002093702,0.1491019],"category_scores_gemma":[0.005502318,0.000898761,0.001174006,0.009462235,0.0004396864,0.002275443,0.002365357,0.002078102,0.1981401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001888427,"about_ca_system_score_gemma":0.002712475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03454802,"about_ca_topic_score_gemma":0.0557238,"domain_scores_codex":[0.9990113,0.0001289791,0.0001212854,0.0003394479,0.000228788,0.000170316],"domain_scores_gemma":[0.9978048,0.0005793034,0.0002007872,0.0005433655,0.0005975283,0.0002742554],"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":[0.0000261289,0.000009943788,0.0003308348,0.000427296,0.00001352586,0.00001299621,0.00002046188,0.0001233428,0.0000872162,0.0003917323,0.9974226,0.001133998],"study_design_scores_gemma":[0.00007417659,0.000006071673,0.001657509,0.0001641615,0.00001270426,0.00003049554,0.00006488235,0.0001727873,0.0001722969,0.0007822369,0.9968464,0.00001631614],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003496332,0.00002261849,0.00003929546,0.00003444264,0.000009494506,0.000004649339,0.9988832,0.0003543939,0.0006169712],"genre_scores_gemma":[0.0001589673,0.00003004498,0.0001746819,0.00004429579,0.000002902548,0.00003589951,0.9989803,0.0001384364,0.0004343761],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8508981,"threshold_uncertainty_score":0.4987955,"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."}}