{"id":"W4395636502","doi":"10.15468/dl.53wj4e","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; Geography; 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":[0.0009913117,0.001976696,0.001582996,0.00480594,0.0009731459,0.002606164,0.002917453,0.002275897,0.1483173],"category_scores_gemma":[0.00607314,0.0009304135,0.001193485,0.008989085,0.0004588961,0.002416387,0.002469851,0.002218273,0.1934991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001662679,"about_ca_system_score_gemma":0.002300061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02121982,"about_ca_topic_score_gemma":0.03442312,"domain_scores_codex":[0.9989449,0.0001507246,0.0001353114,0.0003725711,0.0002302894,0.0001662529],"domain_scores_gemma":[0.9974821,0.0007683892,0.0002323155,0.0006346488,0.0005880843,0.0002943933],"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":[0.00002918891,0.00001276025,0.0003715203,0.0004976718,0.00001438285,0.00001584218,0.00002226888,0.0001420351,0.00009406448,0.0003832633,0.9971841,0.00123292],"study_design_scores_gemma":[0.0000936067,0.000008586176,0.001808162,0.0001845729,0.00001405175,0.00003869323,0.00007558181,0.00022086,0.000172456,0.0008698891,0.9964953,0.00001835223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004324358,0.00002456296,0.00004642997,0.00004076663,0.00001216961,0.000005605025,0.9988795,0.0003859115,0.0005617542],"genre_scores_gemma":[0.0001692817,0.0000320021,0.000206036,0.00004778204,0.00000366305,0.0000445732,0.99893,0.0001425654,0.0004240002],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8516827,"threshold_uncertainty_score":0.4961709,"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."}}