{"id":"W4247407190","doi":"10.1111/1475-4991.00053","title":"Social Dynamics","year":2002,"lang":"en","type":"article","venue":"Review of Income and Wealth","topic":"World Systems and Global Transformations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Economics; Dynamics (music); Social dynamics; Neoclassical economics; Sociology; Social 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":[],"consensus_categories":[],"category_scores_codex":[0.0004777318,0.00003488324,0.0001606919,0.00001722832,0.0002479882,0.000007787866,0.00006071893,0.00002260414,0.000126945],"category_scores_gemma":[0.00002269891,0.00002902679,0.00004314519,0.0001773867,0.00007025078,0.00007190648,0.000005860402,0.00003661721,0.00001836718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003267133,"about_ca_system_score_gemma":0.00002103107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005661107,"about_ca_topic_score_gemma":0.0007627178,"domain_scores_codex":[0.999425,0.00008932657,0.0002035967,0.00004546099,0.0001354401,0.0001011961],"domain_scores_gemma":[0.9997756,0.00002083279,0.00007399886,0.00004199885,0.000039325,0.00004821386],"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":[4.171031e-7,0.00003117649,0.004182072,0.006578979,0.00001008289,4.159031e-7,0.003210268,3.596665e-8,2.532268e-7,0.8751815,0.00881529,0.1019895],"study_design_scores_gemma":[0.0001493839,0.00002786569,0.006619303,0.004020679,0.00002481589,0.000001744805,0.0007215089,0.00006161412,3.13466e-7,0.001481758,0.9867707,0.0001203327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008387825,0.195164,0.0001267424,0.04402226,0.0001877338,0.0006774584,0.00004334649,0.0000482703,0.7513424],"genre_scores_gemma":[0.6984433,0.3002985,0.0000544479,0.0004528129,0.00008253365,0.000003853518,0.000002137975,0.000002001679,0.0006603732],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9779554,"threshold_uncertainty_score":0.190735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.029055733627615,"score_gpt":0.3423958391048943,"score_spread":0.3133401054772793,"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."}}