{"id":"W4395240591","doi":"10.15468/dl.45bd5w","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":[0.0009380253,0.002021755,0.001518942,0.004834342,0.0009464803,0.002658977,0.002785764,0.001918541,0.1692815],"category_scores_gemma":[0.006132143,0.0009379945,0.001073353,0.009928776,0.0004205123,0.002496429,0.002514067,0.001931144,0.2268798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001723712,"about_ca_system_score_gemma":0.002339925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02196339,"about_ca_topic_score_gemma":0.0384989,"domain_scores_codex":[0.9989436,0.0001418859,0.0001394202,0.0003708182,0.0002346061,0.0001695886],"domain_scores_gemma":[0.9976676,0.0006434257,0.0002273739,0.0005595353,0.0006271036,0.0002749268],"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":[0.0000290809,0.000009525857,0.000324362,0.0004723509,0.00001194537,0.0000128787,0.00001829592,0.0001099836,0.00008665782,0.0003985246,0.9972134,0.001312908],"study_design_scores_gemma":[0.00006770183,0.000006787525,0.001496256,0.0001616682,0.00001147518,0.00003011218,0.00005443,0.0001348026,0.0001561768,0.0008410152,0.9970232,0.00001641134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003403975,0.00002252176,0.00004002926,0.00003108665,0.000009657821,0.000004349764,0.9988614,0.0003071898,0.000689683],"genre_scores_gemma":[0.0001481634,0.000033702,0.0001897936,0.00004486742,0.000003410354,0.00003980427,0.9988518,0.0001501607,0.0005383125],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8307185,"threshold_uncertainty_score":0.5663029,"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."}}