{"id":"W4396448710","doi":"10.15468/dl.fxt9jr","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":[0.0008758186,0.001856394,0.001504234,0.004360071,0.0009936335,0.00287243,0.002691474,0.001865057,0.1815755],"category_scores_gemma":[0.005784803,0.000886197,0.001262694,0.008750172,0.0003974595,0.002495386,0.002596687,0.00193849,0.265356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001473408,"about_ca_system_score_gemma":0.002238797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0205889,"about_ca_topic_score_gemma":0.03311006,"domain_scores_codex":[0.9990016,0.0001253349,0.0001238057,0.0003585838,0.000216299,0.0001744181],"domain_scores_gemma":[0.9977599,0.0005837503,0.0001828683,0.0006113191,0.0006158429,0.0002462969],"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":[0.00002649905,0.00000949217,0.0003932593,0.0004333261,0.00001319663,0.00001465892,0.00002269054,0.0001265568,0.0001001308,0.0003685445,0.996781,0.00171056],"study_design_scores_gemma":[0.00005704461,0.000006565133,0.001645677,0.0001460698,0.00001112161,0.00003162002,0.00007165896,0.0001886887,0.000168017,0.0007930266,0.9968655,0.00001518973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000453634,0.00002737176,0.00006163365,0.00004302189,0.00001514429,0.00000599731,0.998343,0.0006254301,0.0008330527],"genre_scores_gemma":[0.0001826511,0.00003628786,0.0002443985,0.000051395,0.000004452014,0.00004403432,0.9986022,0.0002170395,0.0006175467],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8184245,"threshold_uncertainty_score":0.6074306,"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."}}