{"id":"W4408736713","doi":"10.61091/ars162-05","title":"Outer independent double Roman domination in unicyclic and bicyclic graphs","year":2025,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004785239,0.000537911,0.0005172347,0.001437994,0.0007163474,0.001345009,0.0007557675,0.0003853857,0.001730672],"category_scores_gemma":[0.00373313,0.0003426652,0.0003816257,0.001517686,0.001367263,0.001646142,0.001220516,0.0006050896,0.0002524384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009422766,"about_ca_system_score_gemma":0.0003721091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001904463,"about_ca_topic_score_gemma":0.002685595,"domain_scores_codex":[0.9993899,0.000115886,0.00003681068,0.0001488748,0.000138859,0.0001695521],"domain_scores_gemma":[0.9973924,0.001181104,0.000506072,0.0003252352,0.0002856482,0.0003095686],"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":[0.001000037,0.0001144679,0.01643806,0.0006405568,0.00009553087,0.001161503,0.001907603,0.09727623,0.02597821,0.7317305,0.005688584,0.1179687],"study_design_scores_gemma":[0.0001090649,0.0001893799,0.008953395,0.0001378394,0.0001152837,0.002386023,0.0006377021,0.3505433,0.01345156,0.5981082,0.02528419,0.0000839689],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8807832,0.00106207,0.08774374,0.0002741315,0.00003554391,0.00005194336,0.0004366116,0.0001915945,0.02942115],"genre_scores_gemma":[0.9770676,0.0004543887,0.01664328,0.000113459,0.00003577836,0.00004604041,0.0003926355,0.00006030334,0.005186548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001904463,"threshold_uncertainty_score":0.006836712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004020306269249,"score_gpt":0.213627898244369,"score_spread":0.2035876951816765,"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."}}