{"id":"W4396114507","doi":"10.15468/dl.ey2gav","title":"Occurrence Download","year":2023,"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":[0.0009661971,0.001900181,0.001601114,0.004560177,0.0009448747,0.002498233,0.00282272,0.002125133,0.1547812],"category_scores_gemma":[0.006022186,0.0008950756,0.001168618,0.009327437,0.0004351972,0.00222027,0.002476756,0.002036788,0.2038279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001690985,"about_ca_system_score_gemma":0.002327338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02265719,"about_ca_topic_score_gemma":0.0361126,"domain_scores_codex":[0.9990062,0.0001327057,0.0001312745,0.0003390858,0.0002289619,0.0001617152],"domain_scores_gemma":[0.9977695,0.0006386698,0.0002186682,0.0005525953,0.0005635883,0.0002571346],"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":[0.00002872548,0.00001060865,0.0003540959,0.0005305432,0.00001501743,0.00001453645,0.00002274383,0.0001357482,0.0001040135,0.0003948896,0.9970382,0.001350884],"study_design_scores_gemma":[0.00008588798,0.000007507979,0.001753054,0.0001943285,0.00001447814,0.0000361194,0.00006747555,0.0001828264,0.0001798638,0.0008060573,0.9966556,0.00001669693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003775721,0.0000268453,0.00004369661,0.00003673071,0.00001086364,0.00000508834,0.9988759,0.0003662988,0.0005967279],"genre_scores_gemma":[0.0001658866,0.00003464018,0.0002023854,0.00004816942,0.00000334758,0.00004219372,0.9989251,0.0001486808,0.0004295153],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8452188,"threshold_uncertainty_score":0.5177946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484850230871555,"score_gpt":0.2268166199254699,"score_spread":0.2019681176167544,"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."}}