{"id":"W4395820222","doi":"10.15468/dl.c2xemk","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":[0.0008941682,0.001898497,0.001529282,0.00461261,0.0008870225,0.002518371,0.00290578,0.002023228,0.1564324],"category_scores_gemma":[0.006112819,0.0009290645,0.001168934,0.009152413,0.0004119182,0.002492525,0.00233482,0.002033835,0.205658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001664788,"about_ca_system_score_gemma":0.002114521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01923079,"about_ca_topic_score_gemma":0.02960545,"domain_scores_codex":[0.9990601,0.0001245742,0.0001264282,0.0003248743,0.0002160401,0.0001479218],"domain_scores_gemma":[0.9978417,0.0005951844,0.0001847738,0.0005583365,0.000578652,0.0002413125],"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":[0.00003071181,0.00001094949,0.0003234638,0.0005192268,0.00001371342,0.00001425705,0.00001848486,0.0001351302,0.00008594067,0.0003564405,0.9970227,0.001468872],"study_design_scores_gemma":[0.00008743531,0.000007476033,0.001500591,0.000167894,0.00001274905,0.00003414026,0.00006031251,0.0002169579,0.0001823412,0.0008107866,0.9969035,0.00001574724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000371008,0.00002502795,0.00004677969,0.00003806853,0.00001100243,0.000005928016,0.9987219,0.0004391246,0.0006751054],"genre_scores_gemma":[0.0001772367,0.00003752846,0.0002161204,0.00004964957,0.000003625198,0.00004739439,0.9988008,0.0001671083,0.0005005664],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8435676,"threshold_uncertainty_score":0.5233184,"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."}}