{"id":"W4395647056","doi":"10.15468/dl.4ype12","title":"Occurrence Download","year":2019,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Satellite Image Processing and Photogrammetry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Mathematics; 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":[0.0009063174,0.002102954,0.001484261,0.00565939,0.0009543397,0.002364781,0.002626257,0.0017884,0.1676151],"category_scores_gemma":[0.005200603,0.0008777317,0.001186687,0.008964545,0.0004143491,0.002242379,0.002866786,0.001746202,0.2466298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001678412,"about_ca_system_score_gemma":0.002286551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02737898,"about_ca_topic_score_gemma":0.0460262,"domain_scores_codex":[0.9990403,0.0001051227,0.0001267461,0.0003092033,0.0002328278,0.0001858235],"domain_scores_gemma":[0.9977762,0.0004869392,0.0001987864,0.0005995878,0.0006613304,0.0002771261],"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":[0.00002700227,0.000008790063,0.0002946682,0.0004231567,0.00001255077,0.00001550867,0.00001833123,0.00009007499,0.0001152041,0.0002972207,0.9972087,0.001488841],"study_design_scores_gemma":[0.00005832865,0.000006829961,0.001739061,0.0001738897,0.00001149283,0.00003585199,0.00005555582,0.000130024,0.0001961177,0.000577517,0.9970006,0.00001465776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003460556,0.00002005578,0.00003873559,0.0000267705,0.00001128577,0.000006122072,0.998675,0.0004818603,0.0007056098],"genre_scores_gemma":[0.0001317439,0.00002767772,0.0001781483,0.00003670256,0.000003064309,0.00003278908,0.9990189,0.0001683936,0.000402569],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8323848,"threshold_uncertainty_score":0.5607285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444224130625211,"score_gpt":0.2132964533525142,"score_spread":0.1988542120462621,"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."}}