{"id":"W4395953913","doi":"10.15468/dl.c5csmh","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":[0.001006647,0.001977888,0.001580477,0.004419937,0.00100646,0.002573688,0.002952772,0.002082649,0.15139],"category_scores_gemma":[0.005935586,0.0009577579,0.001173813,0.009051624,0.0004560961,0.002253182,0.002517079,0.002205494,0.2071204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001747195,"about_ca_system_score_gemma":0.002383398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02328467,"about_ca_topic_score_gemma":0.03826277,"domain_scores_codex":[0.9989793,0.0001357421,0.0001232814,0.000360576,0.0002360835,0.0001651283],"domain_scores_gemma":[0.997705,0.0006522944,0.0002188769,0.000583143,0.0005656092,0.0002750666],"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":[0.0000268257,0.00001096132,0.0003388329,0.0004416697,0.00001383636,0.00001337459,0.0000220763,0.000124966,0.0001017701,0.0004065605,0.9972692,0.001229888],"study_design_scores_gemma":[0.00007768915,0.000006936057,0.001706355,0.0001596205,0.00001276495,0.00003300419,0.00006287117,0.0001717163,0.0001855122,0.000831294,0.9967356,0.00001656296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004069029,0.00002400576,0.00005113377,0.00003773357,0.0000111827,0.000005343054,0.9987553,0.0004349001,0.0006397619],"genre_scores_gemma":[0.0001669807,0.00003034226,0.0002079756,0.00004633442,0.00000328442,0.0000439908,0.9988738,0.000179316,0.000447984],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.84861,"threshold_uncertainty_score":0.5064498,"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."}}