{"id":"W4395520411","doi":"10.15468/dl.6bm4cs","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":[0.0008605919,0.001904174,0.001498409,0.004242906,0.000935766,0.002362011,0.002874705,0.002048414,0.1448271],"category_scores_gemma":[0.005526182,0.0008547279,0.001138812,0.008666739,0.0004422754,0.002267778,0.002371315,0.001998807,0.1994807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001683681,"about_ca_system_score_gemma":0.002240207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02490461,"about_ca_topic_score_gemma":0.03816731,"domain_scores_codex":[0.9991382,0.0001123867,0.0001125858,0.0002929732,0.0001966897,0.0001471421],"domain_scores_gemma":[0.9979321,0.0005624033,0.0001869219,0.0005273494,0.0005365206,0.0002547448],"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":[0.00002988648,0.00001196975,0.0003570281,0.0004801139,0.00001293354,0.00001602264,0.00002261169,0.000139877,0.0001026578,0.0003630252,0.9971231,0.001340806],"study_design_scores_gemma":[0.00008593868,0.000008528417,0.00203609,0.0001750052,0.00001343237,0.00003835126,0.00007997236,0.0002223282,0.0002013481,0.0007546699,0.9963665,0.00001785787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000454548,0.00002145223,0.00004261568,0.00003748639,0.00001166463,0.000005692966,0.9988596,0.0003838963,0.0005921118],"genre_scores_gemma":[0.0001627268,0.00002821373,0.0001850417,0.00003940326,0.000003366855,0.00004272959,0.9989807,0.0001307416,0.0004271277],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8551729,"threshold_uncertainty_score":0.4844947,"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."}}