{"id":"W4396423186","doi":"10.15468/dl.jqn3u5","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":[0.0008744102,0.001967452,0.001468234,0.004312294,0.0009340775,0.002432486,0.00274248,0.001984979,0.1442548],"category_scores_gemma":[0.005852917,0.0008650883,0.001219241,0.008926275,0.0004274868,0.00222653,0.002443123,0.002054851,0.203336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001544029,"about_ca_system_score_gemma":0.002244005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02239946,"about_ca_topic_score_gemma":0.03340516,"domain_scores_codex":[0.9990432,0.0001257947,0.000121136,0.0003305738,0.0002202449,0.0001590831],"domain_scores_gemma":[0.9978234,0.0006214156,0.0002008133,0.0005719809,0.0005250099,0.000257443],"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":[0.00002863192,0.00001128431,0.0003668569,0.0004249122,0.00001324172,0.0000142827,0.00002142696,0.0001328201,0.00009307935,0.0003508057,0.997214,0.001328763],"study_design_scores_gemma":[0.00008701509,0.00000886789,0.001975538,0.0001747647,0.00001421749,0.00004130814,0.00007877068,0.0002342349,0.0002067171,0.0008747241,0.9962859,0.00001787366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004870391,0.00002502822,0.00005217991,0.00004269618,0.00001246327,0.000005520337,0.9986803,0.0005099475,0.0006231123],"genre_scores_gemma":[0.0001810457,0.00003141003,0.0002084163,0.00004607242,0.00000355785,0.00004124827,0.9988737,0.0001728198,0.0004418332],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8557452,"threshold_uncertainty_score":0.4825803,"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."}}