{"id":"W7109661522","doi":"10.61091/jcmcc128-23","title":"Vulnerability analysis of comb product of graphs and related applications in chemical structures","year":2025,"lang":"","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Graph theory and applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vertex (graph theory); Graph; Graph theory; Product (mathematics); Set (abstract data type); Vulnerability (computing); Measure (data warehouse); Connectivity; Network analysis","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":[0.001589868,0.001027906,0.000798405,0.003030355,0.0007783975,0.001470121,0.0009497282,0.0008830943,0.003146654],"category_scores_gemma":[0.009836624,0.000487419,0.001088698,0.002107224,0.001694738,0.003414935,0.001844819,0.0009682305,0.0003302585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001339369,"about_ca_system_score_gemma":0.0005825354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00161942,"about_ca_topic_score_gemma":0.0009404297,"domain_scores_codex":[0.9987778,0.0003456817,0.00006281778,0.0003392812,0.0003572424,0.0001172238],"domain_scores_gemma":[0.9920651,0.005072525,0.001221987,0.000619015,0.0006809508,0.0003403871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002760623,0.0001210879,0.01828641,0.0006292717,0.0002959796,0.001331677,0.0008895909,0.6285302,0.009501575,0.2582371,0.003958421,0.07794267],"study_design_scores_gemma":[0.00000841417,0.0001367012,0.003853352,0.00006076429,0.00007050596,0.0007438904,0.00028715,0.7673055,0.003301814,0.2200363,0.004173054,0.00002263889],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3981819,0.00171209,0.5810041,0.001048682,0.00006067434,0.0002008027,0.001421928,0.0005115017,0.0158584],"genre_scores_gemma":[0.9365253,0.001044716,0.05678815,0.000122111,0.00007867168,0.0001728995,0.0009685024,0.0001095471,0.004190098],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003146654,"threshold_uncertainty_score":0.0105266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161873287435737,"score_gpt":0.2892613833121382,"score_spread":0.2776426504377809,"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."}}