{"id":"W4395839749","doi":"10.15468/dl.cgvfa6","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":[0.0009121252,0.001932203,0.001548654,0.004723033,0.001017744,0.002768099,0.002978313,0.001946959,0.1962789],"category_scores_gemma":[0.006012546,0.001018867,0.00121052,0.008929718,0.0004346699,0.002533419,0.00272795,0.002009819,0.2458837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001871925,"about_ca_system_score_gemma":0.002460853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02505234,"about_ca_topic_score_gemma":0.04092831,"domain_scores_codex":[0.9991304,0.0001079275,0.0001116894,0.0002988892,0.0001997968,0.0001512614],"domain_scores_gemma":[0.9979743,0.0005538406,0.0001673557,0.0005090131,0.0005597697,0.0002356848],"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":[0.00002740467,0.000009443337,0.0003016405,0.0005403187,0.00001334273,0.00001513811,0.00002165117,0.0001029054,0.00009122684,0.0004131465,0.9969755,0.001488298],"study_design_scores_gemma":[0.00007050034,0.000005213833,0.001295198,0.0001846569,0.00001156342,0.00003255866,0.00005661476,0.0001339024,0.0001648027,0.000798366,0.9972313,0.00001528568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000292773,0.00002313188,0.00004889082,0.00003291192,0.000009506833,0.000005960639,0.9985322,0.0005001927,0.0008178694],"genre_scores_gemma":[0.0001707042,0.00004199975,0.0002618693,0.00005515595,0.000003445117,0.00005284181,0.9985988,0.0002537299,0.0005615864],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8037211,"threshold_uncertainty_score":0.6566185,"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."}}