{"id":"W4396088760","doi":"10.15468/dl.csdpqj","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Environmental DNA in Biodiversity Studies","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":[0.0008892103,0.001961867,0.00153679,0.004747459,0.0009610573,0.002441887,0.002761838,0.002081433,0.1518598],"category_scores_gemma":[0.005535162,0.0009028156,0.001088097,0.0093688,0.0004513068,0.00236772,0.002462447,0.002037799,0.2040656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001617851,"about_ca_system_score_gemma":0.002162563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02126118,"about_ca_topic_score_gemma":0.03777141,"domain_scores_codex":[0.9990312,0.0001327332,0.0001241423,0.0003392225,0.000212428,0.0001603383],"domain_scores_gemma":[0.9977815,0.0006113413,0.0002191827,0.0005711922,0.0005435586,0.0002732645],"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":[0.00003049742,0.00001190632,0.0003741884,0.0005316365,0.00001343806,0.00001544043,0.00002374503,0.0001326275,0.0001082659,0.0003961017,0.9970488,0.001313311],"study_design_scores_gemma":[0.00007993546,0.000007427431,0.001693192,0.0001736082,0.00001208886,0.00003471349,0.00007406314,0.0001571624,0.000164457,0.000745439,0.9968417,0.0000162417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004259864,0.00002381493,0.00004164035,0.00003347421,0.00001065845,0.000005245319,0.9989003,0.0003176348,0.0006244984],"genre_scores_gemma":[0.0001712448,0.00003263571,0.0002023816,0.00004446106,0.000003474097,0.00004367856,0.9989014,0.0001359108,0.0004647868],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8481402,"threshold_uncertainty_score":0.5080217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199344981304852,"score_gpt":0.197932707151188,"score_spread":0.1859392573381395,"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."}}