{"id":"W3194289436","doi":"","title":"Temporal Graph Functional Dependencies -- Technical Report","year":2021,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Soundness; Functional dependency; Satisfiability; Computer science; Completeness (order theory); Graph; Theoretical computer science; Dependency graph; Boolean satisfiability problem; Mathematics; Data mining; Programming language; Relational database","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":[0.004234234,0.001150153,0.0006072341,0.001978428,0.001360438,0.004271572,0.001514757,0.001585733,0.01985069],"category_scores_gemma":[0.007937746,0.0008838312,0.002037302,0.003213251,0.00165499,0.008961342,0.002636155,0.00399496,0.00692296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002907148,"about_ca_system_score_gemma":0.003211208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006591983,"about_ca_topic_score_gemma":0.004639097,"domain_scores_codex":[0.9965778,0.000730043,0.0004028448,0.000959585,0.001076052,0.0002536058],"domain_scores_gemma":[0.9921366,0.002989682,0.000416663,0.002074478,0.002027436,0.0003551754],"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":[0.00008119241,0.0001448008,0.002382164,0.0006142724,0.00006330173,0.0004892235,0.0003073941,0.0128173,0.004769798,0.7667449,0.05986301,0.1517227],"study_design_scores_gemma":[0.00003718678,0.00004738772,0.001285311,0.0003267972,0.0000767633,0.001123854,0.0001427774,0.06340332,0.007809,0.4074731,0.5181875,0.00008688241],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005786257,0.002037521,0.9501498,0.004327659,0.001089903,0.0003028848,0.003697185,0.002943794,0.02966515],"genre_scores_gemma":[0.1430267,0.006464764,0.7917653,0.001662094,0.001457786,0.0006239275,0.01696155,0.00176348,0.03627441],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01985069,"threshold_uncertainty_score":0.0664072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09767689462730265,"score_gpt":0.193834160116204,"score_spread":0.09615726548890137,"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."}}