{"id":"W4395995982","doi":"10.15468/dl.d34n5g","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Research Data Management Practices","field":"Computer 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":[0.001044902,0.001949887,0.001383351,0.004966202,0.0009640341,0.002413281,0.002820378,0.002002837,0.1220765],"category_scores_gemma":[0.005893898,0.0008829277,0.00112056,0.009329759,0.0004745462,0.002164762,0.002359674,0.002122475,0.1855867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001585603,"about_ca_system_score_gemma":0.002228633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01884041,"about_ca_topic_score_gemma":0.03252758,"domain_scores_codex":[0.9989368,0.0001522177,0.000136573,0.0003622274,0.0002469611,0.000165129],"domain_scores_gemma":[0.9974626,0.0006967596,0.0002351041,0.0007066504,0.0006005111,0.0002983763],"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":[0.00002613136,0.00001306599,0.0003797812,0.0003887022,0.00001224352,0.00001417983,0.00002194615,0.0001312396,0.000101185,0.0003786471,0.9972349,0.00129795],"study_design_scores_gemma":[0.00007855526,0.00000835125,0.001900313,0.0001574208,0.0000122979,0.00004231475,0.00007824319,0.0002092592,0.0001974361,0.0008366093,0.9964631,0.00001603126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000607813,0.00002751817,0.00006006693,0.00004476473,0.00001405227,0.000007048941,0.9985979,0.000457628,0.0007301544],"genre_scores_gemma":[0.0001785039,0.00002955406,0.0002306895,0.00004583407,0.000003840066,0.00004582952,0.9988958,0.0001413591,0.0004285853],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8779235,"threshold_uncertainty_score":0.4083867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04709310455515969,"score_gpt":0.284185471079101,"score_spread":0.2370923665239413,"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."}}