{"id":"W4396207214","doi":"10.15468/dl.emsrzu","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":[0.0009641291,0.002024537,0.001404573,0.004951121,0.0008969016,0.002368866,0.002628895,0.001842875,0.1273145],"category_scores_gemma":[0.005839603,0.0008659311,0.001089146,0.009489733,0.0004386397,0.002147678,0.002345809,0.001904345,0.198839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521994,"about_ca_system_score_gemma":0.002249013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01918344,"about_ca_topic_score_gemma":0.032806,"domain_scores_codex":[0.9989423,0.0001475658,0.0001417751,0.0003649054,0.0002369719,0.0001664662],"domain_scores_gemma":[0.9975246,0.0006466125,0.0002363051,0.0006752198,0.0006341893,0.0002831673],"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":[0.0000301709,0.00001182152,0.0003648202,0.0004246265,0.00001280607,0.00001308344,0.00001976958,0.0001210712,0.0001060536,0.0003724704,0.9971656,0.00135768],"study_design_scores_gemma":[0.00007571444,0.000008422629,0.001731873,0.0001458898,0.00001276386,0.0000350483,0.00006260196,0.0001693745,0.0001973185,0.0008129014,0.9967313,0.00001677313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004985737,0.00002570329,0.00004888618,0.00003627678,0.00001199061,0.00000608935,0.9987003,0.0004312368,0.0006896313],"genre_scores_gemma":[0.0001629368,0.00003084956,0.0002143196,0.00004370162,0.000003544681,0.00004359718,0.9988884,0.000144571,0.0004681363],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8726856,"threshold_uncertainty_score":0.4259093,"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."}}