{"id":"W1955757121","doi":"10.29173/cjs4151","title":"Sociology's Global Challenge","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Globalization; Humanities; Context (archaeology); Social science; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008256256,0.000947768,0.001073303,0.002503949,0.009713961,0.0155153,0.001766326,0.009857541,0.01564942],"category_scores_gemma":[0.01072299,0.0003408741,0.000699069,0.002164847,0.04477386,0.01365934,0.01046453,0.01327671,0.002629846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01379352,"about_ca_system_score_gemma":0.02484296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02152202,"about_ca_topic_score_gemma":0.02977723,"domain_scores_codex":[0.9929603,0.003320658,0.0001680271,0.00111037,0.001498961,0.0009416838],"domain_scores_gemma":[0.9912542,0.004314145,0.0003499962,0.0009864243,0.001216409,0.001878915],"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":[0.000006226927,0.00001057482,0.000162536,0.00008075849,0.000005825817,0.00006981291,0.004599278,0.00009164035,0.00004155992,0.7479134,0.2343749,0.01264358],"study_design_scores_gemma":[0.000004405892,0.000004681368,0.0001622868,0.0002115664,0.000001800846,0.00004406158,0.003270177,0.00002861162,0.000010099,0.1468776,0.8493798,0.000004771361],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001039629,0.04859908,0.0006519481,0.8286078,0.01364813,0.00000903008,0.00005715264,0.00003698038,0.1073503],"genre_scores_gemma":[0.1840735,0.1152242,0.002109181,0.454194,0.06096729,0.0001724589,0.000234592,0.0003172405,0.1827076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02152202,"threshold_uncertainty_score":0.1000795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1302775610636243,"score_gpt":0.3463034546601782,"score_spread":0.2160258935965539,"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."}}