{"id":"W4395414410","doi":"10.15468/dl.5r8ww5","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":[0.001049098,0.001993199,0.001603137,0.005347274,0.000912635,0.002547199,0.002638199,0.001883422,0.1769923],"category_scores_gemma":[0.006315193,0.0009735902,0.00112788,0.009536145,0.000466978,0.002275523,0.002801645,0.001940861,0.2367614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001835727,"about_ca_system_score_gemma":0.002400929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02303828,"about_ca_topic_score_gemma":0.03670166,"domain_scores_codex":[0.9990118,0.0001269806,0.0001383297,0.000317766,0.0002263404,0.0001786957],"domain_scores_gemma":[0.9974664,0.0006603968,0.0002566245,0.0006245382,0.0006817056,0.0003103125],"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":[0.00003021388,0.000009126774,0.000326995,0.0005683272,0.0000133942,0.00001430013,0.0000214636,0.00009583308,0.0001030741,0.0003572776,0.9971378,0.001322118],"study_design_scores_gemma":[0.00007873109,0.00000681898,0.001774912,0.000221881,0.0000128228,0.0000324873,0.00005764332,0.0001149431,0.000176345,0.00068638,0.9968218,0.00001523953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002669517,0.00001921203,0.00003016363,0.00002585098,0.000008172357,0.000005061823,0.9990059,0.0003023392,0.0005766977],"genre_scores_gemma":[0.0001419362,0.00003395319,0.0001621139,0.00004747255,0.000003228349,0.00004366075,0.9990084,0.0001584572,0.0004008086],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8230077,"threshold_uncertainty_score":0.5920981,"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."}}