{"id":"W4395831963","doi":"10.15468/dl.aksyhd","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":[0.000804527,0.001768393,0.001408441,0.004269382,0.0009001438,0.002389417,0.002633722,0.001833868,0.1504291],"category_scores_gemma":[0.005474135,0.0008298264,0.001106006,0.00912087,0.000385552,0.00220462,0.002216091,0.001893978,0.2043894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001633842,"about_ca_system_score_gemma":0.002188471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02681649,"about_ca_topic_score_gemma":0.04346048,"domain_scores_codex":[0.9990682,0.0001265926,0.0001202115,0.0003156317,0.0002196934,0.0001496844],"domain_scores_gemma":[0.9978969,0.0005637813,0.0001794302,0.0005350515,0.0005992959,0.0002255576],"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":[0.00002601314,0.000009999193,0.0003477773,0.0004043223,0.0000126519,0.00001399379,0.00001872767,0.0001361522,0.00008781093,0.0003516138,0.9971374,0.001453451],"study_design_scores_gemma":[0.00007179265,0.000007126735,0.001714626,0.0001575753,0.00001250124,0.00003760713,0.00007161561,0.0002177392,0.0001897716,0.0008084422,0.9966949,0.00001626458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004580828,0.00002650659,0.00005560624,0.00003924001,0.00001127611,0.000005563083,0.9985833,0.0004938405,0.0007387701],"genre_scores_gemma":[0.000194153,0.00003511017,0.0002247577,0.00004518014,0.000003512362,0.00003853208,0.9987833,0.0001667669,0.0005085714],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8495709,"threshold_uncertainty_score":0.5032356,"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."}}