{"id":"W4395901375","doi":"10.15468/dl.bnvchq","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":[0.00099075,0.001967464,0.001519127,0.004334337,0.000958242,0.002483102,0.002814857,0.002037832,0.1548304],"category_scores_gemma":[0.005992014,0.0009218907,0.001160805,0.009058157,0.0004414094,0.002139293,0.002455089,0.002111919,0.2069895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001715144,"about_ca_system_score_gemma":0.002326293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02384032,"about_ca_topic_score_gemma":0.0383315,"domain_scores_codex":[0.9990086,0.0001331802,0.0001267203,0.0003387449,0.0002280518,0.0001647294],"domain_scores_gemma":[0.9976373,0.0006838264,0.0002265337,0.0005945367,0.000580715,0.0002770971],"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":[0.00002734858,0.00001042278,0.0003479803,0.0004363338,0.00001341401,0.00001397854,0.00002208028,0.0001245673,0.00009467127,0.000381624,0.9973509,0.001176548],"study_design_scores_gemma":[0.00008392851,0.000006970739,0.001753928,0.0001672555,0.00001302487,0.00003408891,0.00006606088,0.0001852946,0.0001820685,0.0008236058,0.9966673,0.00001651621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003706551,0.00002095696,0.00004536371,0.00003478587,0.00001060207,0.000005189097,0.9988602,0.0003862439,0.0005996014],"genre_scores_gemma":[0.0001650001,0.00002890011,0.0002125701,0.00004520318,0.000003378045,0.00004545369,0.9988991,0.0001710166,0.000429371],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8451696,"threshold_uncertainty_score":0.5179592,"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."}}