{"id":"W4233007952","doi":"10.1007/978-1-4614-8265-9_1554","title":"Armstrong Axioms","year":2018,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Database Systems","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Axiom; Mathematics; Computer science; Mathematical economics; Geometry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008945224,0.0006447971,0.001017874,0.0003562888,0.0001236573,0.0001665235,0.002196986,0.0004320496,0.0002341238],"category_scores_gemma":[0.00006057767,0.0005573424,0.0002796947,0.0001247309,0.0002240897,0.0005696857,0.0008288146,0.0004134118,0.001840408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009330617,"about_ca_system_score_gemma":0.0002979437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003661829,"about_ca_topic_score_gemma":0.00004256084,"domain_scores_codex":[0.9960588,0.00009120823,0.001172353,0.001095772,0.001012535,0.0005693148],"domain_scores_gemma":[0.9954022,0.0001421883,0.001123175,0.002731939,0.0003219763,0.0002785112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005349093,0.00003472288,0.00002810855,0.0005885781,0.0001410982,0.00009920288,0.0004579993,0.000002024055,0.00001272193,0.9580313,0.03714301,0.003455906],"study_design_scores_gemma":[0.0002895326,0.0001976225,0.000005063961,0.0002192118,0.00005632647,0.00008400598,0.00005019515,0.0003709215,0.00002228123,0.005035012,0.9930114,0.0006584062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007893298,0.003551829,0.2393261,0.00001790984,0.006402183,0.0008145514,0.0001527576,0.0002696388,0.7494571],"genre_scores_gemma":[0.01765488,0.001107505,0.003659713,0.0000347869,0.004568348,0.00009391891,0.0006138784,0.0001517611,0.9721152],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9558684,"threshold_uncertainty_score":0.9996878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02284548953925851,"score_gpt":0.2409692753636887,"score_spread":0.2181237858244302,"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."}}