{"id":"W4395190695","doi":"10.15468/dl.4dbg5j","title":"Occurrence Download","year":2021,"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":[0.0008904774,0.001966262,0.00159174,0.005144439,0.0009585475,0.002567912,0.002793832,0.001898404,0.1657241],"category_scores_gemma":[0.00590089,0.0009337523,0.001127401,0.0112017,0.0004329368,0.002404675,0.002492174,0.001999369,0.218211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002035331,"about_ca_system_score_gemma":0.002793492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04087323,"about_ca_topic_score_gemma":0.06536151,"domain_scores_codex":[0.9989825,0.0001253722,0.0001286114,0.0003464969,0.0002412672,0.0001757658],"domain_scores_gemma":[0.9974725,0.0006496847,0.000229008,0.0006182346,0.0007207259,0.0003098448],"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":[0.0000262364,0.0000092575,0.0003347967,0.0004459205,0.00001299425,0.00001280312,0.00001992751,0.0001266655,0.00008144056,0.0003474444,0.9973637,0.001218688],"study_design_scores_gemma":[0.00007450737,0.00000635952,0.001805114,0.0001703334,0.00001259418,0.00002879328,0.00007343232,0.000163818,0.0001631387,0.0007209171,0.9967642,0.00001677259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002817657,0.0000171683,0.00002995995,0.00002602948,0.000007589864,0.000004207116,0.999092,0.0002787956,0.0005160458],"genre_scores_gemma":[0.0001355246,0.00002754271,0.0001540606,0.0000340933,0.000002736495,0.00003371146,0.9990674,0.0001240638,0.0004208487],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.834276,"threshold_uncertainty_score":0.5544022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214229521744711,"score_gpt":0.1991665727019332,"score_spread":0.1870242774844861,"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."}}