{"id":"W4395905775","doi":"10.15468/dl.9y6qjh","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":[0.0008827207,0.001857709,0.001513034,0.00435219,0.001006751,0.002850712,0.002716543,0.001904668,0.1786278],"category_scores_gemma":[0.005842605,0.0008857361,0.001299705,0.008621654,0.0004014592,0.002497464,0.002599957,0.001992864,0.2629098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534136,"about_ca_system_score_gemma":0.002312554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02110792,"about_ca_topic_score_gemma":0.03352152,"domain_scores_codex":[0.9990067,0.0001251644,0.0001243094,0.000354794,0.0002147407,0.0001743327],"domain_scores_gemma":[0.9977219,0.0006060108,0.0001848814,0.000618803,0.0006170922,0.0002514331],"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":[0.00002719988,0.000009530088,0.0003893322,0.0004410229,0.00001298538,0.00001483042,0.00002319415,0.0001218157,0.0001005246,0.0003784491,0.9967624,0.001718668],"study_design_scores_gemma":[0.00005646086,0.000006408703,0.001585548,0.0001493586,0.00001112061,0.00003181241,0.00007064679,0.0001892952,0.0001762787,0.0008315562,0.9968765,0.00001515966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004467641,0.00002743932,0.00006356056,0.0000436795,0.00001497215,0.000006086502,0.9983075,0.0006608043,0.0008313771],"genre_scores_gemma":[0.0001825805,0.00003737325,0.000257678,0.00005359259,0.000004344187,0.00004468316,0.9985812,0.0002291723,0.0006093844],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8213722,"threshold_uncertainty_score":0.5975695,"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."}}