{"id":"W4395762843","doi":"10.15468/dl.aynnem","title":"Occurrence Download","year":2022,"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":[0.001042095,0.001975973,0.001565143,0.004435466,0.001018384,0.002580073,0.002844496,0.002104762,0.1596435],"category_scores_gemma":[0.005950801,0.0009442241,0.001146663,0.008993343,0.000434986,0.002340679,0.002575793,0.002152529,0.2160709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001736499,"about_ca_system_score_gemma":0.002396896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02451065,"about_ca_topic_score_gemma":0.03993136,"domain_scores_codex":[0.998966,0.0001381375,0.0001294695,0.0003537815,0.0002456719,0.0001670058],"domain_scores_gemma":[0.9975992,0.0006819264,0.0002215984,0.0006070925,0.0006081047,0.0002821506],"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":[0.00002624623,0.00001120465,0.000360425,0.0004577424,0.00001331558,0.00001451622,0.00002374661,0.0001200736,0.0001006145,0.0003732701,0.9972627,0.001236028],"study_design_scores_gemma":[0.00007693288,0.00000672182,0.001827931,0.0001664972,0.00001261214,0.0000327092,0.00006847553,0.0001713913,0.0001816749,0.0007674331,0.9966705,0.00001714265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003839857,0.00002129711,0.00004779226,0.00003542949,0.00001049067,0.000005195552,0.9987779,0.0004081074,0.000655394],"genre_scores_gemma":[0.0001600806,0.00002901353,0.0002020903,0.0000424207,0.000003228562,0.00004393615,0.9988896,0.0001747079,0.0004549964],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8403565,"threshold_uncertainty_score":0.5340607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}