{"id":"W4396307271","doi":"10.15468/dl.j3rbz4","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":[0.001067897,0.001888826,0.001532416,0.004778312,0.0009499653,0.00253479,0.002757014,0.001960884,0.1680849],"category_scores_gemma":[0.006059673,0.0009634523,0.001096786,0.008911607,0.0004425244,0.002271713,0.002469068,0.002085983,0.2028614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001687596,"about_ca_system_score_gemma":0.002359158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02249088,"about_ca_topic_score_gemma":0.03640304,"domain_scores_codex":[0.9989564,0.0001373976,0.0001386887,0.0003559218,0.000245484,0.0001660668],"domain_scores_gemma":[0.9974776,0.0007403605,0.0002352969,0.0006369998,0.0006159173,0.0002937946],"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":[0.00002684898,0.00001106043,0.0003419466,0.0004634972,0.0000134258,0.00001490319,0.0000225011,0.0001158046,0.0001027526,0.0003931677,0.9973086,0.001185557],"study_design_scores_gemma":[0.00008225222,0.000006945338,0.00184939,0.000167652,0.00001328114,0.00003792096,0.0000684612,0.000160576,0.0001919628,0.0007393264,0.9966654,0.00001670907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000375831,0.00002074661,0.00004829131,0.00003397089,0.00001044766,0.00000544628,0.998825,0.0003751799,0.0006432568],"genre_scores_gemma":[0.0001649762,0.00003019174,0.0002049904,0.00004388615,0.000003200768,0.00004298797,0.9988838,0.000173768,0.0004522461],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8319151,"threshold_uncertainty_score":0.5623,"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."}}