{"id":"W4395827262","doi":"10.15468/dl.9nvvy8","title":"Occurrence Download","year":2020,"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":[0.0008806348,0.001872588,0.001441657,0.004406717,0.0009320675,0.002314785,0.002908486,0.001972402,0.1553217],"category_scores_gemma":[0.00565401,0.0008622499,0.001085735,0.008839714,0.0004298362,0.002259635,0.002233272,0.001935052,0.2036817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689068,"about_ca_system_score_gemma":0.002247308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02700001,"about_ca_topic_score_gemma":0.04031227,"domain_scores_codex":[0.9991171,0.0001156041,0.0001090372,0.0002837619,0.0002251132,0.0001494529],"domain_scores_gemma":[0.9978064,0.000586695,0.0001840612,0.0005425382,0.0006157876,0.0002646528],"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":[0.00002671306,0.00001108369,0.0003332104,0.0003738127,0.00001074602,0.00001435866,0.00001949262,0.0001250406,0.0000856847,0.0003373717,0.9973851,0.00127745],"study_design_scores_gemma":[0.00008926878,0.000008352659,0.002083076,0.0001557433,0.00001242932,0.00004228013,0.00007986404,0.0002502999,0.0002204742,0.0008045274,0.9962359,0.00001789258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004782315,0.00002166781,0.00004726748,0.00004252031,0.00001099682,0.000005693627,0.9986727,0.0004473431,0.000703903],"genre_scores_gemma":[0.0001777182,0.000027857,0.0001943437,0.00004108423,0.000003254213,0.00004009682,0.9988828,0.0001432897,0.0004895326],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8446783,"threshold_uncertainty_score":0.5196028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244567428099237,"score_gpt":0.2158838858445054,"score_spread":0.1934382115635131,"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."}}