{"id":"W4395888470","doi":"10.15468/dl.c6gvvn","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":[0.00100399,0.001928924,0.0016377,0.004513579,0.0009730403,0.002607226,0.002816399,0.002183438,0.1525501],"category_scores_gemma":[0.00577986,0.0009217774,0.001112453,0.009335415,0.0004398943,0.002343612,0.002360271,0.002123977,0.209651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644904,"about_ca_system_score_gemma":0.002216997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02096684,"about_ca_topic_score_gemma":0.03438836,"domain_scores_codex":[0.9989823,0.0001421314,0.0001296161,0.0003580404,0.0002259018,0.0001620857],"domain_scores_gemma":[0.9976908,0.0006635761,0.0002257981,0.0005731668,0.0005638084,0.0002827762],"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":[0.00002739209,0.00001151429,0.0003383047,0.0004968732,0.00001367642,0.00001391903,0.00001990473,0.000127222,0.00009658239,0.0003523468,0.9973478,0.001154467],"study_design_scores_gemma":[0.00008893324,0.000007551313,0.001807117,0.0001846025,0.00001332254,0.00003303226,0.00006349665,0.0001725473,0.0001775121,0.0007748703,0.99666,0.00001702659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003597188,0.00002376111,0.00003768929,0.00003398657,0.00001006308,0.000004953084,0.9989819,0.0002992708,0.0005724457],"genre_scores_gemma":[0.0001640147,0.00003185451,0.0001702348,0.00004751856,0.000003438676,0.00004510338,0.9989758,0.0001307296,0.0004314228],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8474499,"threshold_uncertainty_score":0.5103309,"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."}}