{"id":"W6962296244","doi":"10.15468/dl.x7vkm8","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); The Internet","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":[0.001168108,0.00199403,0.001763444,0.005326483,0.001091286,0.002904993,0.003078412,0.002131151,0.1827795],"category_scores_gemma":[0.007040485,0.001033804,0.001233083,0.01073266,0.0004751024,0.00249052,0.002764246,0.002132308,0.2475593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001624216,"about_ca_system_score_gemma":0.002530381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02092638,"about_ca_topic_score_gemma":0.0349018,"domain_scores_codex":[0.9987923,0.0001645596,0.0001571291,0.0004272447,0.0002640836,0.0001946538],"domain_scores_gemma":[0.9971272,0.0008428647,0.0002628856,0.0007405031,0.00070333,0.0003231345],"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":[0.00002675007,0.00001002216,0.000340981,0.0005450053,0.00001463081,0.00001290563,0.00002265668,0.0001052705,0.0001031047,0.0003592659,0.9971985,0.001260977],"study_design_scores_gemma":[0.00006754059,0.000007137182,0.001648595,0.0002057403,0.00001472405,0.00003276045,0.00007061675,0.000126195,0.0001738261,0.0007590506,0.9968765,0.00001731442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003242616,0.00002382379,0.00004179945,0.00003090274,0.00001067353,0.000004680207,0.99896,0.0003206188,0.000575098],"genre_scores_gemma":[0.0001391342,0.00003246738,0.0001856922,0.00004295076,0.000003253236,0.00004208108,0.9989364,0.000157384,0.00046079],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8172205,"threshold_uncertainty_score":0.6114583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850871640220096,"score_gpt":0.2277224731265546,"score_spread":0.2092137567243537,"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."}}