{"id":"W4395118279","doi":"10.15468/dl.4smuxe","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","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":[0.001035153,0.002286043,0.001752352,0.004751879,0.0009993041,0.002714423,0.003099436,0.00216064,0.1567717],"category_scores_gemma":[0.005824727,0.0009806018,0.00113731,0.009281185,0.0004872667,0.00237678,0.002658645,0.002125934,0.2208569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596746,"about_ca_system_score_gemma":0.002374022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01736608,"about_ca_topic_score_gemma":0.02987068,"domain_scores_codex":[0.9989879,0.0001442303,0.0001285331,0.0003760244,0.0002057416,0.0001575455],"domain_scores_gemma":[0.9978291,0.0006249237,0.0002062663,0.000541863,0.000521131,0.0002767228],"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":[0.00004113237,0.00001425815,0.0004189298,0.0006633073,0.0000177174,0.00001776081,0.00002331215,0.0001533687,0.0001323626,0.0004267628,0.9965922,0.001498924],"study_design_scores_gemma":[0.00009970518,0.000009456012,0.0015197,0.0001882811,0.00001629349,0.00003985627,0.00006335538,0.0001830645,0.0002107126,0.0009676365,0.9966822,0.00001970599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004263967,0.000027296,0.0000462813,0.00002931205,0.00001032827,0.000005138215,0.9988702,0.0003873293,0.0005815141],"genre_scores_gemma":[0.0001535923,0.0000343732,0.0002209172,0.0000407683,0.000002991368,0.00003935911,0.9989327,0.0001593813,0.0004159477],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8432283,"threshold_uncertainty_score":0.5244536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122403581641463,"score_gpt":0.2099771924585691,"score_spread":0.1987531566421545,"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."}}