{"id":"W6924851376","doi":"10.15468/dl.yds5pf","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Education Systems and Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Matching (statistics); Download; Alien; Range (aeronautics); State (computer science)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003289115,0.0002382495,0.000236424,0.0001891127,0.0005782687,0.0004934868,0.0005596381,0.0001499835,0.07935538],"category_scores_gemma":[0.0001082312,0.000249282,0.0001351169,0.0005379803,0.00007985403,0.002270691,0.0005603951,0.0002334634,0.2025464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002094999,"about_ca_system_score_gemma":0.00009202072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007778798,"about_ca_topic_score_gemma":0.00004757936,"domain_scores_codex":[0.998669,0.00001744232,0.0003831485,0.0001755448,0.0005075652,0.0002473443],"domain_scores_gemma":[0.9987592,0.00001204894,0.0005359442,0.0004205923,0.0002489592,0.00002328893],"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":[0.00001380077,0.00002907266,0.002764834,0.000321387,0.00001673213,5.405328e-7,0.00003302112,0.000008220784,6.65357e-9,0.000002730244,0.9965061,0.0003035793],"study_design_scores_gemma":[0.0001677045,0.000004244999,0.0001817752,0.000001554313,0.0000424193,0.000001495611,0.0006922321,8.532378e-8,5.751726e-8,0.000001727964,0.998648,0.0002586886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006424715,0.00001847611,5.091778e-7,0.0004776059,0.001908765,0.0002819457,0.9953727,0.0001038035,0.001193778],"genre_scores_gemma":[0.00002697483,0.00001320602,1.333731e-7,0.003622482,0.00001791371,0.00001139646,0.9963072,1.887548e-8,6.664382e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.123191,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02058274021959207,"score_gpt":0.2237521184367599,"score_spread":0.2031693782171678,"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."}}