{"id":"W4396025313","doi":"10.15468/dl.dbrupb","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":[0.001033192,0.002033842,0.001577182,0.004732956,0.001033644,0.002679368,0.002904536,0.001944466,0.1993555],"category_scores_gemma":[0.006103801,0.001016918,0.001176504,0.009741177,0.0004713309,0.00235006,0.002803116,0.002149058,0.2500608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002067602,"about_ca_system_score_gemma":0.002837465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03099971,"about_ca_topic_score_gemma":0.05031546,"domain_scores_codex":[0.999047,0.0001175323,0.0001182067,0.0003255139,0.0002226199,0.0001691361],"domain_scores_gemma":[0.9976435,0.0006350761,0.0002233604,0.000588083,0.0006275447,0.0002823077],"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":[0.00002348156,0.000008212333,0.0002682569,0.0004415495,0.00001149807,0.00001197521,0.00002111264,0.00009606352,0.00008462696,0.0003792397,0.9975272,0.001126722],"study_design_scores_gemma":[0.00006719064,0.000005140753,0.001309069,0.0001675318,0.00001103445,0.00002661538,0.00005366087,0.000125598,0.0001563897,0.0007372077,0.997326,0.00001462616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002306366,0.00001581773,0.00003769125,0.00002760035,0.000008694348,0.000004798907,0.9989063,0.0003476914,0.0006283523],"genre_scores_gemma":[0.0001324047,0.00003021407,0.0002192841,0.00004614109,0.000002951496,0.00004713557,0.9988161,0.0002114338,0.0004943351],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8006445,"threshold_uncertainty_score":0.6669108,"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."}}