{"id":"W4395602597","doi":"10.15468/dl.388nan","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":[0.0009736333,0.001982549,0.00157323,0.004372681,0.0009366165,0.002499509,0.002888779,0.002089199,0.1551559],"category_scores_gemma":[0.005864877,0.0009472354,0.001138882,0.008800001,0.0004347439,0.002301564,0.00250274,0.002123058,0.2112366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00173368,"about_ca_system_score_gemma":0.002311078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02301269,"about_ca_topic_score_gemma":0.03659246,"domain_scores_codex":[0.9990554,0.0001204077,0.0001188485,0.0003334567,0.0002177532,0.0001541205],"domain_scores_gemma":[0.9977641,0.0006338546,0.0002184013,0.0005576785,0.0005669129,0.0002591053],"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":[0.00002813363,0.00001098239,0.0003477758,0.0004931393,0.00001425451,0.00001466013,0.000023678,0.0001395938,0.0001082292,0.0004160878,0.997077,0.001326494],"study_design_scores_gemma":[0.00007776113,0.000006777206,0.001652528,0.0001633391,0.00001297434,0.00003228215,0.00006329633,0.0001894775,0.0001890007,0.0008427692,0.9967528,0.00001693926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003730084,0.00002118825,0.00004908207,0.00003515638,0.00001046518,0.000005316218,0.9987718,0.0004394901,0.0006302253],"genre_scores_gemma":[0.000167643,0.00003007842,0.0002225642,0.00004587164,0.000003254196,0.00004508043,0.9988521,0.0001893524,0.000443982],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8448441,"threshold_uncertainty_score":0.5190481,"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."}}