{"id":"W2559029563","doi":"10.1016/j.dam.2017.01.022","title":"Restraints permitting the largest number of colourings","year":2017,"lang":"en","type":"article","venue":"Discrete Applied Mathematics","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Combinatorics; Bipartite graph; Mathematics; Vertex (graph theory); Graph; Discrete mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003565372,0.001270591,0.00226339,0.002043681,0.00640919,0.004831697,0.004282706,0.004001339,0.03010883],"category_scores_gemma":[0.03211553,0.00154906,0.002044109,0.002229294,0.004886099,0.007674919,0.005462289,0.006835975,0.004814361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364507,"about_ca_system_score_gemma":0.002957387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002112709,"about_ca_topic_score_gemma":0.00381461,"domain_scores_codex":[0.9949868,0.001045114,0.0003939547,0.001007873,0.0008917999,0.001674486],"domain_scores_gemma":[0.9506542,0.02145943,0.002103683,0.01669255,0.003916716,0.005173415],"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":[0.002429814,0.0006080688,0.005554297,0.0006640953,0.0001720002,0.001155723,0.001366659,0.01324174,0.04277175,0.8746815,0.01689715,0.04045703],"study_design_scores_gemma":[0.0002115093,0.0001606051,0.001333136,0.00009244253,0.00009078829,0.0004521959,0.0007637762,0.01512478,0.0155588,0.9563531,0.009724523,0.0001343676],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6324516,0.0005187405,0.1966278,0.005272681,0.001450278,0.0005640679,0.003153607,0.004414015,0.1555472],"genre_scores_gemma":[0.9464671,0.0002741034,0.03648744,0.0008357533,0.0002676744,0.0003309416,0.001109966,0.001399003,0.01282807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03010883,"threshold_uncertainty_score":0.1007241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02900000355081487,"score_gpt":0.3319107348315454,"score_spread":0.3029107312807305,"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."}}