{"id":"W4395592256","doi":"10.15468/dl.84za29","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":[0.000868137,0.001760307,0.00144113,0.004335886,0.0009452862,0.00273135,0.002578162,0.00181284,0.1728364],"category_scores_gemma":[0.005888182,0.0008741653,0.001215261,0.008619846,0.0003759778,0.00235433,0.002493904,0.00195303,0.2462428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442471,"about_ca_system_score_gemma":0.00219055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01918656,"about_ca_topic_score_gemma":0.03078447,"domain_scores_codex":[0.9990022,0.0001274707,0.0001271859,0.0003596551,0.000215211,0.0001683871],"domain_scores_gemma":[0.9977376,0.0006034723,0.0001885438,0.0006285379,0.0005989908,0.0002428511],"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":[0.00002791201,0.00001024233,0.0004061098,0.0004257807,0.00001314965,0.00001481801,0.00002321535,0.0001326219,0.0001059782,0.0003873641,0.9966882,0.001764585],"study_design_scores_gemma":[0.00005920996,0.000006791514,0.001687306,0.0001414373,0.00001114162,0.00003173227,0.00007330004,0.0001996315,0.0001737906,0.0007799408,0.9968208,0.00001485164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004658492,0.00002382874,0.00006193899,0.00004103321,0.000014364,0.00000618687,0.9984401,0.0005741582,0.0007918832],"genre_scores_gemma":[0.0001877558,0.00003329598,0.0002603216,0.00004960049,0.000004458785,0.0000485799,0.9985923,0.0002099281,0.000613693],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8271636,"threshold_uncertainty_score":0.5781952,"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."}}