{"id":"W4236542983","doi":"10.1007/978-0-387-39940-9_2758","title":"Hierarchical Regular-Decomposition Structures","year":2009,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Database Systems","topic":"Advanced Algebra and Logic","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Decomposition; Computer science; Chemistry","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":[0.0004581093,0.0004745896,0.0005240321,0.001128051,0.001004918,0.002427118,0.0009905994,0.0004776111,0.02801114],"category_scores_gemma":[0.00110628,0.0005674947,0.000618109,0.001606815,0.001421739,0.003630929,0.001553592,0.001363583,0.01045804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014132,"about_ca_system_score_gemma":0.0007383389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0010482,"about_ca_topic_score_gemma":0.001916567,"domain_scores_codex":[0.9995258,0.00006733768,0.00003407711,0.0001299736,0.0001712135,0.00007156965],"domain_scores_gemma":[0.9994668,0.00008074153,0.00002706838,0.0002418371,0.0001334161,0.0000501249],"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":[0.0000318593,0.00002332482,0.00009721724,0.00007693554,0.000006443226,0.00005375347,0.0002577633,0.001077864,0.002271784,0.9070144,0.01579701,0.07329169],"study_design_scores_gemma":[0.00001451966,0.00002072204,0.0002192535,0.00004530475,0.00001634339,0.0002552628,0.0001407378,0.006515994,0.002942885,0.8279747,0.1618379,0.00001646689],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01978953,0.001606569,0.6353009,0.0008185153,0.0003195145,0.0001781923,0.001347544,0.003729135,0.3369101],"genre_scores_gemma":[0.2733552,0.002156474,0.4737847,0.0005359831,0.0003291715,0.0001893593,0.005635324,0.001576286,0.2424374],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02801114,"threshold_uncertainty_score":0.09370661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307142346469783,"score_gpt":0.2513122747432107,"score_spread":0.2382408512785128,"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."}}