{"id":"W4390775923","doi":"10.11606/t.55.2023.tde-09012024-122031","title":"Modelagem de dinâmicas sociais interagentes em redes complexas","year":2023,"lang":"pt","type":"dissertation","venue":"","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Humanities; Physics; Philosophy; Sociology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002407369,0.0005704514,0.0006714109,0.0001122769,0.0005729041,0.0005245044,0.0005602831,0.0003422379,0.003072544],"category_scores_gemma":[0.00001558748,0.0006209516,0.0006295896,0.0003316843,0.00007897653,0.0001538403,0.0001090281,0.000635775,0.001742088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000173079,"about_ca_system_score_gemma":0.0002663617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003453527,"about_ca_topic_score_gemma":0.0004732926,"domain_scores_codex":[0.997496,0.000119225,0.0006978693,0.0006504462,0.0003259377,0.0007105077],"domain_scores_gemma":[0.9986814,0.0001706691,0.0003126083,0.00036371,0.0002549517,0.0002166708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002462267,0.001257189,0.0222852,0.001009073,0.003648267,0.00003837151,0.1228576,0.009285239,0.001482627,0.6150494,0.03423496,0.1886059],"study_design_scores_gemma":[0.00163447,0.0002924814,0.02141925,0.001665172,0.0005676058,0.000001500079,0.2089559,0.6574571,0.000576945,0.09809168,0.005630963,0.003706981],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637437,0.00008833057,0.007020443,0.0003313661,0.001469861,0.0006055344,0.0005990831,0.0002402164,0.0259015],"genre_scores_gemma":[0.8039011,0.0001230381,0.0002877385,0.0001207732,0.0003239736,0.00007422577,0.003980507,0.0001189833,0.1910697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6481718,"threshold_uncertainty_score":0.9996242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03214412530830583,"score_gpt":0.3348389623240122,"score_spread":0.3026948370157064,"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."}}