{"id":"W2991942175","doi":"10.55016/ojs/cdm.v15i2.68115","title":"On irreversible spread of influence in edge-weighted graphs","year":2020,"lang":"en","type":"article","venue":"Contributions to Discrete Mathematics","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enhanced Data Rates for GSM Evolution; Mathematics; Undirected graph; Weighted network; Combinatorics; Graph; Process (computing); Graph theory; Topology (electrical circuits); Computer science; Discrete mathematics; Complex network; Artificial intelligence","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":[0.00149121,0.0008006213,0.0008063507,0.002685332,0.001105219,0.001909481,0.001806037,0.001362645,0.00428705],"category_scores_gemma":[0.008987692,0.0004295369,0.0009436601,0.001633295,0.003542838,0.00502506,0.001693229,0.002170878,0.0003646518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001627864,"about_ca_system_score_gemma":0.0004304664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001375438,"about_ca_topic_score_gemma":0.001105986,"domain_scores_codex":[0.9990634,0.0002982069,0.00004395755,0.0001836809,0.000253117,0.0001576114],"domain_scores_gemma":[0.993743,0.004510181,0.0006031526,0.0003653707,0.0004023154,0.0003760736],"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":[0.00002729292,0.00001908761,0.000297976,0.00006700508,0.00002270583,0.0001265042,0.0001435707,0.05273825,0.001264985,0.9397209,0.0004841301,0.005087709],"study_design_scores_gemma":[0.00001128195,0.00002000279,0.0003471043,0.00001980723,0.00001537413,0.00008645258,0.00004950747,0.2218021,0.0005284745,0.7759929,0.001110342,0.0000167231],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2041744,0.001486135,0.7464116,0.001300956,0.00007269233,0.00007269206,0.0001783246,0.0002043887,0.04609891],"genre_scores_gemma":[0.9580886,0.00180842,0.03158492,0.0002246574,0.0002055057,0.0001299817,0.0001372587,0.00008945965,0.007731161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00428705,"threshold_uncertainty_score":0.01434165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114365547724431,"score_gpt":0.2813458454286206,"score_spread":0.2702021899513762,"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."}}