{"id":"W4241906615","doi":"10.1007/978-0-387-39940-9_3901","title":"Uncertain Information","year":2009,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Database Systems","topic":"Fuzzy Systems and Optimization","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003324645,0.0009219127,0.0008052518,0.001007987,0.0004721748,0.003072229,0.001093014,0.000936368,0.0503246],"category_scores_gemma":[0.001337609,0.0004040288,0.0004324466,0.001731326,0.0008074036,0.002812394,0.001167466,0.001288325,0.01769153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005756148,"about_ca_system_score_gemma":0.0005843204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007286099,"about_ca_topic_score_gemma":0.0009389709,"domain_scores_codex":[0.9996288,0.00004090103,0.0000226138,0.00007012744,0.0002186075,0.00001898257],"domain_scores_gemma":[0.9996331,0.0001447486,0.00002132059,0.00009826082,0.00008534639,0.00001729351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003340801,0.0000321183,0.0001278615,0.0006763735,0.00004170636,0.0002259363,0.0001949941,0.005516332,0.002048071,0.4781718,0.1425662,0.3703652],"study_design_scores_gemma":[0.000005078006,0.00002157254,0.0001790439,0.0002972212,0.00002056728,0.0003969978,0.00004809348,0.007682583,0.001150004,0.2258146,0.764364,0.00002028065],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001808989,0.04153712,0.254878,0.003205579,0.002416284,0.0001084428,0.001067241,0.0008864996,0.6940918],"genre_scores_gemma":[0.07739712,0.05713376,0.1013004,0.002052926,0.002829822,0.0002337613,0.002894755,0.0003958421,0.7557616],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0503246,"threshold_uncertainty_score":0.1683525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796692874965525,"score_gpt":0.2632407386317813,"score_spread":0.2352738098821261,"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."}}