{"id":"W4396404429","doi":"10.15468/dl.g5ttpq","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":[0.0008992716,0.001916675,0.00148808,0.004203054,0.0009467631,0.002346375,0.002789632,0.001989929,0.1565358],"category_scores_gemma":[0.005120643,0.0009042568,0.001098319,0.008679616,0.000441266,0.002114926,0.002491901,0.002068558,0.2173784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001687723,"about_ca_system_score_gemma":0.002179291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02342062,"about_ca_topic_score_gemma":0.04025473,"domain_scores_codex":[0.999153,0.0001122429,0.0001038471,0.0002974324,0.0001941034,0.0001393336],"domain_scores_gemma":[0.9979848,0.0005571141,0.0001926868,0.0005137059,0.0005103517,0.0002413342],"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":[0.00002590886,0.0000102961,0.0003590123,0.0004934287,0.00001380562,0.00001467802,0.00002784271,0.0001380933,0.0001204828,0.0004255431,0.9969367,0.001434302],"study_design_scores_gemma":[0.00006765124,0.000005751096,0.001604838,0.0001525,0.00001158856,0.00003081011,0.00006475575,0.000158987,0.0001680593,0.0007550829,0.9969644,0.00001557673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004213616,0.0000243059,0.00005667883,0.00003441179,0.00001122213,0.000005293535,0.9986857,0.0004394067,0.0007007852],"genre_scores_gemma":[0.0001792966,0.00003255923,0.0002674155,0.00004751693,0.000003422257,0.00004922631,0.9987139,0.0002132469,0.0004935617],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8434643,"threshold_uncertainty_score":0.5236644,"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."}}