{"id":"W4396441415","doi":"10.15468/dl.g9672u","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":[0.0009686129,0.001845595,0.001450997,0.004474064,0.0007555762,0.002221656,0.002645979,0.001895147,0.1450245],"category_scores_gemma":[0.005364907,0.0008671436,0.00105835,0.009392594,0.0004047146,0.002082299,0.002076824,0.001802964,0.1773482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00161473,"about_ca_system_score_gemma":0.002184367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02398668,"about_ca_topic_score_gemma":0.03391638,"domain_scores_codex":[0.999112,0.0001206596,0.0001177244,0.0002965365,0.0002064559,0.0001467444],"domain_scores_gemma":[0.997907,0.0005956095,0.0002108507,0.0005058523,0.0005173379,0.0002633074],"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":[0.00003158151,0.00001176171,0.0003732231,0.0004994084,0.00001578813,0.00001505115,0.00001998686,0.0001721239,0.0001015106,0.0003950029,0.9969845,0.001379997],"study_design_scores_gemma":[0.0001002417,0.000008818497,0.002284852,0.000173572,0.00001550391,0.00003797995,0.00006151318,0.000238023,0.000202091,0.0008020031,0.9960572,0.00001819565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000369684,0.00002186644,0.00003681736,0.00003060194,0.000008921313,0.000004360067,0.9990622,0.0002979857,0.0005003205],"genre_scores_gemma":[0.0001629893,0.00002928536,0.0001560327,0.00003840882,0.000002878852,0.00003426014,0.9990854,0.0001094603,0.0003812968],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8549755,"threshold_uncertainty_score":0.4851552,"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."}}