{"id":"W4245989667","doi":"10.1007/978-1-4939-7131-2_100299","title":"Dynamic Networks","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004410736,0.0002174669,0.0002255214,0.00003038393,0.00009222666,0.00005130717,0.0001743788,0.0001549973,0.02318899],"category_scores_gemma":[3.187173e-7,0.0002075239,0.0001755894,0.00001127379,0.0001041939,0.00003516914,0.00007815559,0.0002414586,0.0009088814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000023639,"about_ca_system_score_gemma":0.00004051702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003561585,"about_ca_topic_score_gemma":0.00001079177,"domain_scores_codex":[0.999284,0.000003200462,0.0001924677,0.0002406337,0.0001018281,0.0001779257],"domain_scores_gemma":[0.9994638,0.00001808324,0.0001164147,0.000256774,0.00007530453,0.00006962509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001188488,0.000004738033,0.00004020154,0.000001963873,0.00006662126,4.749112e-7,0.00001941498,0.00003606016,2.232469e-7,0.9871373,0.006835762,0.005856101],"study_design_scores_gemma":[0.0001204097,0.00003343916,0.00003325278,0.00006558514,0.00003267649,2.11484e-7,0.00001841364,0.01775994,3.009485e-7,0.4206695,0.5607612,0.0005051323],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003497247,0.00004819529,0.01393339,0.00004388317,0.0005111618,0.0001077796,0.00004624325,0.00003885723,0.9852355],"genre_scores_gemma":[0.01709787,0.00002177535,0.0002687075,0.0001170496,0.0006909408,0.000004028239,0.0001670428,0.00004712967,0.9815854],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5664678,"threshold_uncertainty_score":0.999869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007872877545540476,"score_gpt":0.2446182612981636,"score_spread":0.2367453837526231,"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."}}