{"id":"W2031620091","doi":"10.1080/15427951.2014.977407","title":"Finding Safe Strategies for Competitive Diffusion on Trees","year":2014,"lang":"en","type":"article","venue":"Internet Mathematics","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mathematics; Tree (set theory); Game tree; Diffusion; Game theory; Mathematical optimization; Mathematical economics; Sequential game; Combinatorics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001395849,0.0001462525,0.0002413385,0.00006192045,0.00004587849,0.00009868824,0.0001928159,0.00002478055,0.0003712256],"category_scores_gemma":[0.00001029197,0.0001220913,0.0001419688,0.00005294305,0.00003074579,0.00005171545,0.00005795374,0.00007918346,0.00004721184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000180096,"about_ca_system_score_gemma":0.000008025429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002382235,"about_ca_topic_score_gemma":0.00002131028,"domain_scores_codex":[0.9993151,0.00002215799,0.0002333509,0.0001587816,0.0001072439,0.000163351],"domain_scores_gemma":[0.999189,0.0003831829,0.0001382014,0.0002134093,0.00004403977,0.00003222196],"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":[0.000006374879,0.0001910988,0.0002873088,0.00001923277,0.00005296566,1.05504e-7,0.0006590511,0.00005136127,0.0003510158,0.9905355,0.003486154,0.004359853],"study_design_scores_gemma":[0.0005210622,0.0004368984,0.0003003773,0.0004706854,0.00009744659,6.693954e-7,0.002333954,0.2444952,0.005786655,0.7142056,0.03094622,0.0004052782],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1599278,0.000002687978,0.7391004,0.0000478967,0.00004664269,0.0002033286,0.00001077316,0.00007470551,0.1005858],"genre_scores_gemma":[0.9802743,3.86944e-7,0.01791319,0.0000344759,0.0002163662,0.0000484901,0.00002984078,0.00002014595,0.001462787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8203466,"threshold_uncertainty_score":0.4978738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02164191948968902,"score_gpt":0.2895912902731283,"score_spread":0.2679493707834393,"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."}}