{"id":"W4396197073","doi":"10.15468/dl.d39ahp","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":[0.0008769347,0.001886236,0.001505847,0.004276655,0.00099779,0.00283715,0.002746245,0.001869752,0.1830965],"category_scores_gemma":[0.005792802,0.0009111957,0.001314968,0.008677192,0.0004030852,0.002508875,0.00265799,0.001978985,0.2685745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001510644,"about_ca_system_score_gemma":0.002299479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02079297,"about_ca_topic_score_gemma":0.03253011,"domain_scores_codex":[0.9990087,0.0001239195,0.0001252782,0.0003549264,0.0002137184,0.0001733741],"domain_scores_gemma":[0.9977821,0.0005841527,0.0001799671,0.0006038722,0.0006078069,0.0002422032],"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":[0.00002648915,0.000009508214,0.0003769514,0.0004597405,0.00001358647,0.00001484317,0.00002427563,0.0001215781,0.0001044314,0.000385095,0.9966545,0.001808954],"study_design_scores_gemma":[0.00005561164,0.000006076251,0.001503548,0.0001476515,0.00001106299,0.00003033453,0.00006798057,0.0001735402,0.0001729616,0.0007929621,0.9970234,0.00001491684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004367265,0.00002861406,0.00006689589,0.0000437423,0.00001532725,0.000006296678,0.9982491,0.0006938849,0.0008525615],"genre_scores_gemma":[0.0001841567,0.00003972218,0.0002724002,0.0000556194,0.000004519706,0.00004754862,0.9985215,0.000253159,0.0006214614],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8169035,"threshold_uncertainty_score":0.6125189,"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."}}