{"id":"W6924820185","doi":"10.15468/dl.tkckze","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Computer Science and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Alien; The Internet","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":[0.0009374236,0.00214503,0.00156793,0.004687643,0.001067728,0.002419564,0.002847748,0.002317462,0.124677],"category_scores_gemma":[0.005697516,0.0008586924,0.001352457,0.008487526,0.0004615108,0.00230836,0.002436046,0.002090911,0.1877577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001544227,"about_ca_system_score_gemma":0.002199916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01918731,"about_ca_topic_score_gemma":0.03335502,"domain_scores_codex":[0.9989588,0.0001494036,0.0001318379,0.000368931,0.0002259292,0.0001651285],"domain_scores_gemma":[0.997615,0.0006945173,0.0002012368,0.0006507623,0.0005648596,0.0002736212],"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":[0.00003088483,0.0000149635,0.0004164376,0.0004941272,0.00001441674,0.00001657072,0.00002014469,0.0001359099,0.0001154142,0.0002963592,0.997108,0.001336846],"study_design_scores_gemma":[0.0001007005,0.00001332521,0.002351155,0.0002036913,0.00001761488,0.00005389546,0.00009124854,0.0002610773,0.0002448871,0.0008391404,0.9958025,0.00002067584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000689357,0.00003858433,0.00005214549,0.0000499617,0.00001767622,0.000007699254,0.9986107,0.000498674,0.0006556807],"genre_scores_gemma":[0.0001949781,0.00003645601,0.0002103364,0.00005344622,0.000004605641,0.00004792848,0.9988803,0.0001244303,0.0004476],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.875323,"threshold_uncertainty_score":0.4170861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238943991807322,"score_gpt":0.1960030549368156,"score_spread":0.1836136150187424,"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."}}