{"id":"W7106476572","doi":"","title":"Sufficient Explanations in Databases and their Connections to Database Repairs","year":2025,"lang":"","type":"article","venue":"ArXiv.org","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Relational database; Work (physics); Relational model; Database theory; View; Relational algebra","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008520584,0.0007014875,0.001406408,0.005954408,0.001910909,0.003938437,0.002204553,0.002863664,0.004815165],"category_scores_gemma":[0.05880376,0.001069883,0.00278478,0.004127799,0.006174113,0.01326723,0.004078132,0.003106445,0.0002777602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002076639,"about_ca_system_score_gemma":0.002302075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002645753,"about_ca_topic_score_gemma":0.002454523,"domain_scores_codex":[0.9911958,0.004064435,0.0008385364,0.00122729,0.002031673,0.0006422871],"domain_scores_gemma":[0.9180631,0.06829051,0.00475304,0.004512551,0.003334573,0.001046239],"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":[0.00008958371,0.00004154976,0.003188206,0.000269638,0.00008740801,0.0003120285,0.001365615,0.0230722,0.0004456697,0.9533738,0.0008269285,0.01692732],"study_design_scores_gemma":[0.00001653884,0.00001620772,0.000484957,0.00004913104,0.00004019485,0.0001176038,0.000269157,0.03022269,0.0003814919,0.9672674,0.001113908,0.00002065044],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09670177,0.002487884,0.8904759,0.003568105,0.00007356342,0.0001112195,0.0005057331,0.0005687358,0.005507135],"genre_scores_gemma":[0.8884976,0.001487063,0.1070164,0.0002814316,0.0001490467,0.000224074,0.0006549751,0.0001255264,0.001563848],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008520584,"threshold_uncertainty_score":0.04506171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0544011447579285,"score_gpt":0.2963877121187679,"score_spread":0.2419865673608394,"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."}}