{"id":"W4395656050","doi":"10.15468/dl.8bdhkw","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":[0.0009126624,0.001990244,0.001535776,0.004154115,0.0009120848,0.002335839,0.002822456,0.002101863,0.1482587],"category_scores_gemma":[0.005380619,0.0008982269,0.001157269,0.008615064,0.0004321173,0.002156078,0.002441598,0.002069698,0.2077604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673194,"about_ca_system_score_gemma":0.00224371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02349016,"about_ca_topic_score_gemma":0.03683919,"domain_scores_codex":[0.9991009,0.000118866,0.000115651,0.0003024781,0.0002108064,0.0001513384],"domain_scores_gemma":[0.9979501,0.0005593495,0.0001961482,0.0005265875,0.0005232386,0.0002446245],"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":[0.00002830841,0.00001109935,0.0003329208,0.0004614396,0.00001302605,0.00001401875,0.0000224225,0.0001295868,0.0001073054,0.0003700545,0.9972255,0.001284284],"study_design_scores_gemma":[0.00008724877,0.000007305299,0.00172596,0.00017376,0.00001268035,0.00003428262,0.00006883921,0.0002003608,0.0001943282,0.0008032788,0.9966748,0.00001719241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004125044,0.00002379101,0.00004857482,0.00003638159,0.00001122666,0.000005709624,0.9987833,0.0004308865,0.0006189632],"genre_scores_gemma":[0.0001689349,0.00003142755,0.0002231761,0.00004571952,0.000003400856,0.00004706913,0.9988683,0.0001684398,0.0004435586],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8517413,"threshold_uncertainty_score":0.4959748,"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."}}