{"id":"W4395552109","doi":"10.15468/dl.2waxmt","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; 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":[0.0009850229,0.001971987,0.00158462,0.004845703,0.001026925,0.00263848,0.002834886,0.002160688,0.1598055],"category_scores_gemma":[0.006082879,0.0009416367,0.001123978,0.009685462,0.0004717988,0.002419239,0.00256623,0.002102508,0.2210335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001693861,"about_ca_system_score_gemma":0.002330418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02105601,"about_ca_topic_score_gemma":0.03686046,"domain_scores_codex":[0.9989519,0.0001442345,0.000132035,0.0003690072,0.0002344971,0.0001683224],"domain_scores_gemma":[0.9975451,0.000713801,0.0002298662,0.0006141656,0.0006109686,0.0002861195],"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":[0.000028437,0.00001143873,0.0003645218,0.0005541574,0.00001357896,0.00001495482,0.00002508801,0.0001241445,0.0001052041,0.0003907362,0.9970422,0.001325408],"study_design_scores_gemma":[0.00006851918,0.000006660258,0.001513904,0.0001748322,0.00001179949,0.00003117974,0.00007266826,0.00014541,0.0001595906,0.0007188498,0.9970805,0.0000161212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000408889,0.00002598881,0.00004441095,0.00003464482,0.0000111284,0.000005466118,0.9988769,0.0003251519,0.000635432],"genre_scores_gemma":[0.0001709893,0.00003530873,0.0002071211,0.00004636692,0.000003680924,0.00004828889,0.9988369,0.000155034,0.0004962952],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8401945,"threshold_uncertainty_score":0.5346025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199344981304852,"score_gpt":0.197932707151188,"score_spread":0.1859392573381395,"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."}}