{"id":"W4395935856","doi":"10.15468/dl.aydh84","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":[0.0009377724,0.001877865,0.001577517,0.004700047,0.0009202028,0.002439524,0.002635534,0.001997696,0.1527399],"category_scores_gemma":[0.005772644,0.0008914449,0.001184776,0.009975194,0.000421504,0.002271139,0.002362578,0.002054523,0.2087972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001573251,"about_ca_system_score_gemma":0.002158722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02127542,"about_ca_topic_score_gemma":0.03468139,"domain_scores_codex":[0.9989671,0.0001432144,0.0001349971,0.0003508654,0.0002371382,0.0001666855],"domain_scores_gemma":[0.9975534,0.0006802829,0.0002309453,0.0006261113,0.0006281032,0.0002812039],"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":[0.00002733054,0.00001062509,0.0003652265,0.0004711659,0.00001440695,0.0000137535,0.00002142792,0.0001366731,0.00009686034,0.0003730157,0.9971703,0.001299333],"study_design_scores_gemma":[0.00007872966,0.000007601074,0.001827885,0.000175989,0.0000134618,0.00003317016,0.00006742388,0.0001845022,0.0001758041,0.000847979,0.9965708,0.0000165223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003936824,0.00002330563,0.00004379034,0.00003319573,0.00001062383,0.000005050917,0.9989014,0.0003504126,0.0005928166],"genre_scores_gemma":[0.000160817,0.0000317292,0.0001877253,0.00004293696,0.000003414617,0.00004105186,0.9989583,0.0001417538,0.0004322417],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8472601,"threshold_uncertainty_score":0.510966,"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."}}