{"id":"W4395498273","doi":"10.15468/dl.3u4vsc","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":[0.0008669164,0.001790653,0.001459903,0.004147118,0.0009755377,0.002746262,0.002654049,0.001851535,0.1680137],"category_scores_gemma":[0.005769175,0.0008573016,0.001296242,0.008180877,0.000393422,0.002409133,0.002522405,0.001992658,0.2456696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001466817,"about_ca_system_score_gemma":0.002231902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02001101,"about_ca_topic_score_gemma":0.03237309,"domain_scores_codex":[0.9990175,0.0001243861,0.0001252057,0.00035256,0.0002116784,0.0001687577],"domain_scores_gemma":[0.9977986,0.0005858358,0.0001770421,0.000614361,0.0005804506,0.0002437305],"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":[0.0000295333,0.00001015816,0.0004164301,0.0004484786,0.00001398863,0.00001585386,0.00002351131,0.0001341144,0.0001112408,0.0003927817,0.9965894,0.001814432],"study_design_scores_gemma":[0.00005938025,0.000006743912,0.00164196,0.0001463995,0.00001162424,0.00003389343,0.00007099502,0.0002050003,0.0001856579,0.00084922,0.9967738,0.00001549009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004859872,0.00002743239,0.00006833972,0.00004495389,0.0000160233,0.00000633002,0.9982803,0.0006788563,0.0008292406],"genre_scores_gemma":[0.0001941155,0.00003658456,0.0002738498,0.00005412956,0.000004511435,0.0000457017,0.99858,0.0002262087,0.0005849611],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8319863,"threshold_uncertainty_score":0.5620618,"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."}}