{"id":"W2407981316","doi":"","title":"Reversing arcs in transitive tournaments to obtain maximum number of spanning cycles.","year":2013,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Reversing; Mathematics; Transitive relation; Combinatorics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002162739,0.0001307466,0.0002369216,0.0001091207,0.00003346488,0.0000198438,0.0001225559,0.00007003452,0.00007796544],"category_scores_gemma":[0.00001537178,0.0001460092,0.00005601317,0.0003065159,0.00001980283,0.0001760215,0.00001709797,0.0001492699,0.0001133134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008000771,"about_ca_system_score_gemma":0.000005970178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001318934,"about_ca_topic_score_gemma":0.000005159881,"domain_scores_codex":[0.9991275,0.00006005621,0.0002804402,0.0001303745,0.0001372451,0.0002643469],"domain_scores_gemma":[0.9996291,0.00004746653,0.00003078685,0.0001646168,0.00003734761,0.0000906676],"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":[0.0001797535,0.0007235447,0.2522169,0.001357988,0.0006482137,0.0002271017,0.06148913,0.01828754,0.1690791,0.4629115,0.008542118,0.02433708],"study_design_scores_gemma":[0.004025914,0.0001601822,0.1228751,0.001956246,0.00003994443,0.00004395318,0.006783895,0.004661892,0.04492248,0.8119397,0.001342524,0.001248199],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908766,0.00005096838,0.0001238442,0.00003990254,0.0008627127,0.0002622309,0.000002411562,0.00006040757,0.007720924],"genre_scores_gemma":[0.9996826,0.000004277464,0.000191256,0.00002507019,0.000005493432,0.00002274517,0.000001636284,0.00002516511,0.00004177459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3490282,"threshold_uncertainty_score":0.5954083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006539897112458158,"score_gpt":0.2156306459693831,"score_spread":0.2090907488569249,"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."}}