{"id":"W4396430369","doi":"10.15468/dl.hfrpw9","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":[0.001084658,0.001912053,0.001569062,0.004669067,0.0009858439,0.002601589,0.002895594,0.002030419,0.174984],"category_scores_gemma":[0.00643064,0.000969302,0.001127796,0.00911322,0.0004473726,0.00233397,0.002465423,0.002105855,0.2209237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001747365,"about_ca_system_score_gemma":0.002474484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02415131,"about_ca_topic_score_gemma":0.03881305,"domain_scores_codex":[0.9989378,0.000144022,0.0001359528,0.0003701027,0.0002449813,0.0001671027],"domain_scores_gemma":[0.9974192,0.0007744194,0.0002389245,0.0006253322,0.000648495,0.0002936558],"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":[0.00002542928,0.00001008336,0.0003250989,0.0004649667,0.0000131737,0.00001354948,0.00002145391,0.0001143581,0.00009120255,0.0003739952,0.9973558,0.001190939],"study_design_scores_gemma":[0.0000768903,0.00000649393,0.00166788,0.0001730794,0.00001325943,0.0000325015,0.00006366738,0.0001563636,0.0001755949,0.0007614565,0.9968563,0.00001651134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003197819,0.0000202133,0.00004478238,0.00003231616,0.00000952147,0.000004813031,0.9989048,0.0003513607,0.000600159],"genre_scores_gemma":[0.0001531129,0.00003050945,0.0001984772,0.00004472947,0.00000316767,0.00004311535,0.9988958,0.0001709976,0.0004600775],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.825016,"threshold_uncertainty_score":0.5853797,"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."}}