{"id":"W4395873671","doi":"10.15468/dl.ag2pam","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":[0.0009530875,0.001990384,0.001567994,0.004220447,0.000906532,0.002466739,0.002779858,0.002075974,0.1537809],"category_scores_gemma":[0.00583747,0.0009412747,0.001158878,0.008910208,0.0004402681,0.002177241,0.002446749,0.002118782,0.2128302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001703412,"about_ca_system_score_gemma":0.002309607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02300697,"about_ca_topic_score_gemma":0.03652715,"domain_scores_codex":[0.9990373,0.0001265871,0.0001198188,0.0003365783,0.0002284791,0.0001513263],"domain_scores_gemma":[0.9977932,0.0006270366,0.0002093732,0.0005585911,0.0005564736,0.0002553546],"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":[0.00002682717,0.00001094569,0.0003512544,0.0004714193,0.0000142487,0.00001342888,0.00002208886,0.0001420779,0.0001055696,0.0003923486,0.9971229,0.001326807],"study_design_scores_gemma":[0.0000811744,0.000006953614,0.001708377,0.000170392,0.00001303021,0.00003175435,0.00006531111,0.0001849473,0.0001873679,0.0008024013,0.9967318,0.00001649034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003710622,0.00002195196,0.00004746695,0.00003451454,0.00001073073,0.000005037168,0.9988544,0.0003942212,0.0005945664],"genre_scores_gemma":[0.000158182,0.00002967835,0.0002079917,0.00004343206,0.000003121989,0.00004172,0.998919,0.0001642547,0.0004325882],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8462191,"threshold_uncertainty_score":0.5144484,"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."}}