{"id":"W6924813586","doi":"10.15468/dl.vkw9lt","title":"Occurrence Download","year":2019,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Methodologies in Health Research and Practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004027585,0.0003187319,0.0005171053,0.0001347178,0.00121898,0.00004918333,0.0009472418,0.001084453,0.02112941],"category_scores_gemma":[0.008689841,0.0002933537,0.0001402784,0.0004142239,0.0001891836,0.00125938,0.001052966,0.002315986,0.774164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008733778,"about_ca_system_score_gemma":0.001530652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001742016,"about_ca_topic_score_gemma":0.00002726837,"domain_scores_codex":[0.9945168,0.002489036,0.0008951569,0.0003235165,0.0008656821,0.0009098467],"domain_scores_gemma":[0.9950266,0.001802158,0.0009144968,0.001121279,0.0007625756,0.0003728919],"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":[0.0003861328,0.00002144391,0.003900756,0.002404993,0.00002947534,0.000002043566,0.00009789118,0.000002941374,1.152929e-8,1.670397e-7,0.9914308,0.001723386],"study_design_scores_gemma":[0.000526024,0.00008171547,0.0001803101,0.00001326826,0.00003494284,0.000001588723,0.0008341064,1.538856e-7,1.48426e-7,0.000002430215,0.9980721,0.0002531861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008127517,0.00006022493,0.00001957653,0.0008316495,0.005065092,0.001633038,0.9907491,0.00009946341,0.001460633],"genre_scores_gemma":[6.831173e-7,0.0007670664,0.00001667661,0.003750378,0.000007508086,0.00002651961,0.9954287,2.104636e-8,0.000002429788],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7530346,"threshold_uncertainty_score":0.9999857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2693577156168074,"score_gpt":0.4770881710069859,"score_spread":0.2077304553901785,"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."}}