{"id":"W4396177332","doi":"10.15468/dl.e3chyn","title":"Occurrence Download","year":2022,"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":[0.0009776582,0.001953975,0.001525531,0.004762045,0.0009843835,0.002558252,0.002816928,0.00213536,0.1600163],"category_scores_gemma":[0.005615348,0.0009116464,0.001149259,0.009092093,0.000450759,0.002389435,0.0024432,0.002107589,0.2129858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001681954,"about_ca_system_score_gemma":0.002282182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02359629,"about_ca_topic_score_gemma":0.04112882,"domain_scores_codex":[0.9989686,0.000145483,0.0001279078,0.0003656689,0.0002260842,0.000166309],"domain_scores_gemma":[0.9976352,0.000673553,0.0002187693,0.0006049315,0.0005731201,0.0002943644],"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":[0.00002606457,0.00001195673,0.0003425891,0.00043095,0.0000126213,0.00001421116,0.00002062489,0.0001153979,0.00008797548,0.0003564394,0.9974674,0.001113885],"study_design_scores_gemma":[0.00008364755,0.000008073053,0.00184077,0.0001654558,0.00001256176,0.0000376123,0.00007149646,0.0001802514,0.0001610363,0.0007870996,0.996635,0.00001692644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004319226,0.00002460307,0.00004354849,0.00003914144,0.00001152064,0.000005470235,0.9988574,0.0003433426,0.0006317606],"genre_scores_gemma":[0.0001597933,0.00003033532,0.0001846431,0.00004755627,0.000003519655,0.00004113392,0.9989157,0.0001379978,0.0004793048],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8399837,"threshold_uncertainty_score":0.5353079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}