{"id":"W4395334438","doi":"10.15468/dl.7g4q99","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":[0.0009588164,0.001919293,0.001546426,0.004472739,0.0009617612,0.002469512,0.002809835,0.001996171,0.1591093],"category_scores_gemma":[0.005620796,0.0009212426,0.001178196,0.009342703,0.0004249085,0.002221016,0.00241229,0.002130892,0.2147156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001677225,"about_ca_system_score_gemma":0.002347149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.025728,"about_ca_topic_score_gemma":0.04033956,"domain_scores_codex":[0.9990363,0.0001290434,0.0001189332,0.0003273668,0.0002294086,0.0001589755],"domain_scores_gemma":[0.9977199,0.0006519757,0.0002092446,0.0005720024,0.0005743594,0.0002724875],"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":[0.00002654638,0.00001055982,0.0003204159,0.0004096294,0.00001317461,0.00001367345,0.00002178127,0.0001143183,0.00009408007,0.0003749227,0.9973884,0.001212559],"study_design_scores_gemma":[0.00007713532,0.000006555489,0.001768401,0.0001554836,0.00001255049,0.00003275416,0.00006443269,0.000169173,0.0001836858,0.0007911102,0.9967224,0.00001641308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003880939,0.00002192051,0.00004866043,0.00003612028,0.00001026682,0.000005223089,0.9987713,0.0004232511,0.0006444468],"genre_scores_gemma":[0.000160883,0.00002934624,0.0001933426,0.00004365218,0.000003186371,0.0000428517,0.9989114,0.0001773731,0.00043796],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8408907,"threshold_uncertainty_score":0.5322737,"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."}}