{"id":"W4396420489","doi":"10.15468/dl.jxhpsj","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":[0.0009609259,0.001938361,0.001527414,0.004618884,0.001015194,0.002495367,0.002759706,0.002139717,0.1596311],"category_scores_gemma":[0.005599975,0.0009186678,0.001141394,0.009002332,0.0004698267,0.002446422,0.002476656,0.00216204,0.2130819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016062,"about_ca_system_score_gemma":0.002202594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02065866,"about_ca_topic_score_gemma":0.03687411,"domain_scores_codex":[0.9989796,0.0001450302,0.0001250327,0.0003587582,0.0002238334,0.0001676077],"domain_scores_gemma":[0.9976274,0.0006736752,0.0002192802,0.0006263169,0.0005637694,0.0002895987],"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":[0.00002694123,0.00001155616,0.0003314146,0.0004318115,0.00001195478,0.00001376134,0.00002195338,0.0001204285,0.00009731694,0.0003673318,0.9973751,0.00119033],"study_design_scores_gemma":[0.0000766369,0.000007330001,0.001655791,0.0001565058,0.00001141336,0.00003478143,0.00007158839,0.0001635505,0.0001626924,0.0007936648,0.9968494,0.00001670388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004463263,0.00002316327,0.00004710069,0.000038314,0.0000125403,0.000005416985,0.9987998,0.0003656441,0.0006633062],"genre_scores_gemma":[0.0001677549,0.00002967303,0.000202902,0.00004743084,0.000003727769,0.00004329201,0.9988715,0.0001528861,0.0004808271],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8403689,"threshold_uncertainty_score":0.5340191,"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."}}