{"id":"W4395608294","doi":"10.15468/dl.8kuskx","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":[0.0008813953,0.001829885,0.001486742,0.004324031,0.001000813,0.002813815,0.002700395,0.001879227,0.1804905],"category_scores_gemma":[0.005903559,0.0008810838,0.001291973,0.008846013,0.0003975859,0.002484592,0.002573427,0.001952421,0.2611419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001528282,"about_ca_system_score_gemma":0.002316099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02123936,"about_ca_topic_score_gemma":0.03340136,"domain_scores_codex":[0.9990042,0.0001256387,0.0001264773,0.000353628,0.0002139272,0.0001762487],"domain_scores_gemma":[0.9977214,0.0006040014,0.0001854062,0.0006177614,0.0006226945,0.0002487313],"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":[0.00002750297,0.00000947599,0.0003876671,0.0004445127,0.00001278028,0.00001458902,0.00002318112,0.0001237107,0.00009973961,0.0003761914,0.9966917,0.001788944],"study_design_scores_gemma":[0.00005560413,0.000006382445,0.00157625,0.0001504881,0.00001090169,0.00003116035,0.00007073922,0.0001860223,0.0001706576,0.0008029843,0.996924,0.0000148808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004493946,0.0000279666,0.00006457435,0.00004363985,0.00001510248,0.000006191472,0.9983006,0.0006504713,0.0008463889],"genre_scores_gemma":[0.0001875235,0.00003870339,0.0002630082,0.00005431664,0.000004401077,0.00004625567,0.9985542,0.00022968,0.0006219439],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8195094,"threshold_uncertainty_score":0.603801,"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."}}