{"id":"W4396390786","doi":"10.15468/dl.hns25d","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":[0.0009141589,0.001950585,0.001633236,0.004821514,0.0009337857,0.002508646,0.002686647,0.002075709,0.155644],"category_scores_gemma":[0.005571808,0.0009066184,0.001104778,0.009661686,0.0004399274,0.002270305,0.002437762,0.002021914,0.2150512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001572796,"about_ca_system_score_gemma":0.002181785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0213694,"about_ca_topic_score_gemma":0.03561109,"domain_scores_codex":[0.9989979,0.0001360878,0.0001294013,0.0003541881,0.0002174975,0.0001650119],"domain_scores_gemma":[0.9977246,0.0006305604,0.0002273674,0.0005669862,0.0005602705,0.0002901773],"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":[0.00002818405,0.00001120492,0.0003524053,0.0004788511,0.00001333638,0.00001424821,0.00002041086,0.0001233845,0.00009276611,0.0003284011,0.9973683,0.001168415],"study_design_scores_gemma":[0.00009272974,0.000008526414,0.001965721,0.0001798628,0.00001356876,0.00003623531,0.00007143315,0.0001759587,0.0001659067,0.0007638956,0.9965088,0.00001748729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003888234,0.00002331331,0.0000364624,0.00003248314,0.00001047234,0.000004847117,0.9990391,0.0002935151,0.0005210225],"genre_scores_gemma":[0.0001578732,0.00003082972,0.0001658448,0.00004285307,0.000003582712,0.00004108539,0.9990032,0.0001204885,0.000434238],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.844356,"threshold_uncertainty_score":0.5206811,"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."}}