{"id":"W4395554132","doi":"10.15468/dl.7nzzjv","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":[0.0009500988,0.002015839,0.001560258,0.004290224,0.0009703333,0.002451876,0.002873444,0.002086626,0.1564801],"category_scores_gemma":[0.005748298,0.0009372017,0.001153018,0.008841282,0.00044433,0.002218758,0.002485493,0.002147326,0.2102041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001744257,"about_ca_system_score_gemma":0.002345199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02453603,"about_ca_topic_score_gemma":0.0391341,"domain_scores_codex":[0.9990612,0.0001232008,0.0001184025,0.0003255952,0.0002178814,0.000153881],"domain_scores_gemma":[0.9977679,0.0006359775,0.0002111066,0.0005598963,0.0005617249,0.0002633345],"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":[0.00002743371,0.00001086644,0.0003345953,0.0004618818,0.00001364245,0.00001422868,0.00002294543,0.0001260373,0.0001014929,0.0003802318,0.9972768,0.001229859],"study_design_scores_gemma":[0.00008494504,0.000007041482,0.001683037,0.0001670607,0.00001304167,0.00003438773,0.00006685808,0.0001932252,0.000193653,0.0008173456,0.9967224,0.00001705366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000379108,0.00002219957,0.00004771032,0.00003479262,0.00001035208,0.000005398675,0.9987986,0.000432674,0.00061024],"genre_scores_gemma":[0.0001680471,0.00003037772,0.0002212438,0.00004571749,0.000003246801,0.00004593426,0.9988783,0.0001801669,0.0004269784],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8435199,"threshold_uncertainty_score":0.523478,"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."}}