{"id":"W4298786553","doi":"","title":"Characterizations of Total Dual Integrality","year":2007,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Algebra and Logic","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Dual (grammatical number); 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":[0.001123867,0.0007603996,0.001286332,0.003157564,0.002448499,0.005994321,0.001157052,0.001106192,0.01650191],"category_scores_gemma":[0.003816879,0.0007951209,0.001342317,0.002464663,0.004567457,0.00997146,0.003820201,0.005695728,0.001604657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002498885,"about_ca_system_score_gemma":0.000609956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004651789,"about_ca_topic_score_gemma":0.0003908037,"domain_scores_codex":[0.9989418,0.0001721602,0.00006452556,0.0003260562,0.0003087339,0.0001866067],"domain_scores_gemma":[0.9977645,0.001023611,0.0002175374,0.000297299,0.0004132357,0.0002838636],"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":[0.00001802461,0.00001233367,0.0001572233,0.00002010575,0.000004787026,0.00002853516,0.0001731809,0.0001081434,0.0002155465,0.9959885,0.0009990663,0.002274496],"study_design_scores_gemma":[0.000006761778,0.000005316793,0.0001431141,0.00001135967,0.00001021864,0.00006711298,0.00007303083,0.0006779655,0.0002659823,0.993407,0.005325754,0.000006273957],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2492793,0.004713658,0.188835,0.007252957,0.001368319,0.0000777216,0.0007556331,0.000706437,0.547011],"genre_scores_gemma":[0.929562,0.001609398,0.01827644,0.000955753,0.001467191,0.00007218662,0.0006925737,0.0004509838,0.04691353],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01650191,"threshold_uncertainty_score":0.05520439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682164751451502,"score_gpt":0.2432702314771248,"score_spread":0.2264485839626098,"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."}}