{"id":"W2579796062","doi":"","title":"Matchings in 4-total restrained domination vertex critical graphs.","year":2016,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Vertex (graph theory); Combinatorics; Graph","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002802198,0.0003672512,0.0004351024,0.001537828,0.001534419,0.001328652,0.000880375,0.0007662427,0.01139067],"category_scores_gemma":[0.002143549,0.0003867075,0.0003930293,0.001078478,0.0009131386,0.00177742,0.00121823,0.0008047743,0.001124693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009369713,"about_ca_system_score_gemma":0.0005414624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002241847,"about_ca_topic_score_gemma":0.00360621,"domain_scores_codex":[0.9996684,0.00005601436,0.00001714694,0.000069257,0.00008673513,0.0001024733],"domain_scores_gemma":[0.9988356,0.0004175635,0.0002128868,0.0001355394,0.0001867534,0.0002116645],"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":[0.0004635525,0.0001179843,0.003535019,0.0003324929,0.00006947047,0.001413024,0.001072524,0.00988954,0.01711923,0.914143,0.009343461,0.04250078],"study_design_scores_gemma":[0.0001212992,0.00007835104,0.002601475,0.0001066667,0.00008938238,0.001221888,0.0008265704,0.0336512,0.009760826,0.925885,0.02562313,0.00003430276],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8305109,0.0005854258,0.06254486,0.0007980297,0.0001280462,0.0001820277,0.0008693603,0.0005021467,0.1038792],"genre_scores_gemma":[0.9576818,0.0002509797,0.0173598,0.0002100365,0.00003863683,0.00007836762,0.0007293364,0.0001010326,0.02354995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01139067,"threshold_uncertainty_score":0.03810555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258869691217642,"score_gpt":0.2890039318218398,"score_spread":0.2764152349096634,"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."}}