{"id":"W4395517896","doi":"10.15468/dl.8rzujw","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":[0.0009698115,0.001984399,0.001575066,0.004788538,0.001029402,0.002609335,0.002769357,0.002216268,0.1569263],"category_scores_gemma":[0.005867735,0.0009354718,0.001160504,0.009161343,0.000458888,0.002482088,0.002517964,0.002142197,0.2140194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001645023,"about_ca_system_score_gemma":0.002270234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02132461,"about_ca_topic_score_gemma":0.03636887,"domain_scores_codex":[0.9989291,0.0001503912,0.0001333477,0.000377751,0.0002340938,0.0001753141],"domain_scores_gemma":[0.9975414,0.0006924628,0.000227203,0.0006389535,0.000600747,0.0002991549],"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":[0.00002770529,0.00001178466,0.0003484267,0.0004677555,0.00001289085,0.00001416421,0.00002089138,0.0001176474,0.00009152869,0.0003572053,0.9974101,0.001119914],"study_design_scores_gemma":[0.00008431638,0.00000798049,0.001741888,0.0001650915,0.00001237805,0.00003452044,0.00006855305,0.0001675147,0.0001574796,0.0007565106,0.996787,0.00001684095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004214001,0.00002468605,0.00004174641,0.00003902354,0.00001206278,0.000005588576,0.9988521,0.0003488157,0.0006337538],"genre_scores_gemma":[0.0001706918,0.00003227793,0.0001861966,0.00004938785,0.000003905702,0.0000437787,0.9988769,0.0001447495,0.0004921273],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8430737,"threshold_uncertainty_score":0.5249709,"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."}}