{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001241053,0.001798603,0.001456623,0.005756135,0.001005685,0.002464454,0.002717829,0.001991072,0.1495996],"category_scores_gemma":[0.007110975,0.0008793519,0.001249439,0.0101283,0.0004660604,0.002159223,0.002672527,0.001988643,0.2084494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001683695,"about_ca_system_score_gemma":0.002720464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02355009,"about_ca_topic_score_gemma":0.04224493,"domain_scores_codex":[0.9986899,0.0001930503,0.0001885061,0.0004245664,0.0003004162,0.0002035653],"domain_scores_gemma":[0.996816,0.0008746647,0.00030278,0.0008011523,0.0008518427,0.0003536057],"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":[0.00002774976,0.000009727297,0.0003807397,0.0004934133,0.00001395893,0.00001326982,0.00002129763,0.0001056944,0.00009731301,0.0003751364,0.9969649,0.001496763],"study_design_scores_gemma":[0.00006479854,0.000007724732,0.001904349,0.0002163697,0.00001294039,0.00003548646,0.00007164491,0.0001268316,0.0001643054,0.0007647318,0.996615,0.00001591028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000389793,0.00002711849,0.00004455016,0.00003753697,0.00001279753,0.000006332522,0.9989187,0.0002967034,0.0006173606],"genre_scores_gemma":[0.0001471457,0.0000352879,0.0002083475,0.00005088553,0.000003907969,0.00004537967,0.9989107,0.0001200793,0.0004783167],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8504004,"threshold_uncertainty_score":0.5004604,"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."}}