{"id":"W4396259077","doi":"10.15468/dl.jdpnff","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":[0.001043015,0.001942055,0.001628952,0.004844672,0.0008345335,0.002338232,0.002833217,0.00210321,0.1568039],"category_scores_gemma":[0.005711467,0.0009326662,0.001084893,0.01036934,0.0004327955,0.002315875,0.002206523,0.002003944,0.1991525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001669099,"about_ca_system_score_gemma":0.002218504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01965991,"about_ca_topic_score_gemma":0.02992646,"domain_scores_codex":[0.9990097,0.0001289913,0.0001362175,0.0003327444,0.0002286217,0.0001636655],"domain_scores_gemma":[0.9976574,0.0006518006,0.0002412233,0.0005603904,0.0005972629,0.000291959],"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":[0.00003307323,0.00001225227,0.0003498323,0.0005809571,0.00001562991,0.00001525792,0.00002040622,0.000152559,0.0001177526,0.0004003651,0.9969456,0.001356169],"study_design_scores_gemma":[0.00009150098,0.000008215477,0.001977627,0.0001877355,0.00001468521,0.00003416511,0.00006059068,0.0001795926,0.0002003212,0.0007478858,0.9964797,0.00001801079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003239439,0.00002069502,0.00003188094,0.00002905349,0.000008810921,0.000004287111,0.9991271,0.0002428287,0.0005030398],"genre_scores_gemma":[0.000148191,0.0000291907,0.0001510012,0.00003938293,0.000002978908,0.00003694945,0.9990959,0.0001050284,0.0003913905],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8431962,"threshold_uncertainty_score":0.5245612,"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."}}