{"id":"W4395168265","doi":"10.15468/dl.5pkd3s","title":"Occurrence Download","year":2021,"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":[0.001020976,0.001901534,0.001587909,0.00537758,0.001002614,0.002501686,0.002757869,0.002078468,0.190629],"category_scores_gemma":[0.006500302,0.0009405221,0.001169095,0.00996079,0.0004345845,0.002488625,0.002751006,0.001992115,0.2387624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00176901,"about_ca_system_score_gemma":0.002593309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02532254,"about_ca_topic_score_gemma":0.04484078,"domain_scores_codex":[0.998847,0.0001468453,0.0001468458,0.0004012218,0.0002597459,0.0001984522],"domain_scores_gemma":[0.9971581,0.0007419685,0.0002588388,0.0006819954,0.000812296,0.0003469678],"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":[0.00002597623,0.000008130301,0.000279287,0.0004762493,0.00001209524,0.00001154788,0.00001728068,0.00008990978,0.00009362485,0.0003094171,0.9974626,0.001213784],"study_design_scores_gemma":[0.00007172374,0.000007255706,0.00164934,0.0001909954,0.00001293906,0.0000304286,0.00005964731,0.0001240204,0.0001700049,0.0006791154,0.9969879,0.00001665746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003029363,0.00002274087,0.00003640835,0.00003201217,0.00001096645,0.000005426135,0.9989443,0.0003120651,0.000605671],"genre_scores_gemma":[0.0001486736,0.00003441648,0.0001797614,0.00005022863,0.000003732125,0.00004343718,0.9989139,0.0001504833,0.0004753368],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.809371,"threshold_uncertainty_score":0.6377175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021429888384592,"score_gpt":0.2181986141136432,"score_spread":0.1979843152297973,"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."}}