{"id":"W4395168900","doi":"10.15468/dl.8wmv95","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":[0.001031095,0.001944538,0.001567998,0.004745551,0.0009652555,0.002613291,0.002804117,0.002077824,0.1618841],"category_scores_gemma":[0.006061832,0.000960967,0.001121042,0.009219439,0.0004486213,0.002281382,0.002465554,0.002094344,0.2092712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001699533,"about_ca_system_score_gemma":0.002344603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02339844,"about_ca_topic_score_gemma":0.03756953,"domain_scores_codex":[0.9989482,0.0001416256,0.0001376455,0.0003610455,0.0002456672,0.0001659126],"domain_scores_gemma":[0.9975387,0.0007212072,0.0002389641,0.0006094055,0.0005914672,0.000300197],"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":[0.00002710978,0.00001099281,0.0003443544,0.0004590091,0.00001372894,0.00001454589,0.00002222976,0.0001171339,0.00009561281,0.0003719233,0.9973633,0.001160095],"study_design_scores_gemma":[0.00008859456,0.000007498345,0.001970605,0.0001809906,0.00001397567,0.00003717301,0.0000679611,0.0001724937,0.0001766937,0.0007599316,0.996507,0.00001704582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000382755,0.0000220026,0.00004161975,0.00003508356,0.00001010933,0.000004856498,0.9989214,0.0003380369,0.0005885527],"genre_scores_gemma":[0.0001599521,0.0000299404,0.0001786138,0.00004425676,0.000003297217,0.00004057919,0.9989572,0.0001507527,0.000435375],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8381159,"threshold_uncertainty_score":0.5415564,"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."}}