{"id":"W4240352140","doi":"10.1007/978-1-4614-6170-8_100976","title":"Clandestine Networks","year":2014,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003300599,0.0004893596,0.0002248653,0.001301595,0.001750388,0.003109419,0.0006665956,0.00125874,0.04519505],"category_scores_gemma":[0.001979192,0.0001912598,0.0001515506,0.001552923,0.001504586,0.004547497,0.00138721,0.001235487,0.009375338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001733578,"about_ca_system_score_gemma":0.0006740639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002918951,"about_ca_topic_score_gemma":0.005769025,"domain_scores_codex":[0.9997619,0.00006820312,0.000006660925,0.00006427905,0.00007333187,0.00002565285],"domain_scores_gemma":[0.9996367,0.0001634866,0.00002835903,0.00005804463,0.00007192302,0.0000414408],"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":[0.000005296318,0.000005399574,0.00005466076,0.00004035727,0.000001931283,0.00002868536,0.0006423898,0.0003813637,0.00008632046,0.8869924,0.05655949,0.05520169],"study_design_scores_gemma":[0.000001850264,0.000004001749,0.0001164781,0.00008379288,0.000001688556,0.00007189654,0.0001934134,0.0007859795,0.00009120571,0.2521471,0.7464987,0.000003885567],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002116458,0.004528462,0.01592846,0.003993732,0.0005387504,0.00002973233,0.0001551949,0.000085728,0.9726235],"genre_scores_gemma":[0.08857577,0.006476255,0.008344992,0.0008081199,0.0008023639,0.0001205162,0.0003123863,0.0001431982,0.8944165],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04519505,"threshold_uncertainty_score":0.1511925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009261224128590975,"score_gpt":0.2293325506587628,"score_spread":0.2200713265301718,"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."}}