{"id":"W2026435988","doi":"10.1177/009770040102700201","title":"The Origins of Chinese Chambers of Commerce in the Lower Yangzi Region","year":2001,"lang":"en","type":"article","venue":"Modern China","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"China; History; Political science; Economy; Advertising; Geography; Economics; Business; Archaeology","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":[0.0006617708,0.00008140256,0.0001322039,0.00002796144,0.0004221518,0.00001472186,0.0004159088,0.00005028446,0.00001132873],"category_scores_gemma":[0.00008572701,0.00004399784,0.00008484774,0.0003433933,0.0004468803,0.00008865591,0.00002358188,0.0001462866,0.000003481603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006653978,"about_ca_system_score_gemma":0.00005515329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005950401,"about_ca_topic_score_gemma":0.0076253,"domain_scores_codex":[0.9990649,0.0002425019,0.0001749215,0.0001021839,0.0002834212,0.0001320894],"domain_scores_gemma":[0.9993631,0.0001807186,0.0001044156,0.0002979201,0.00002677559,0.00002706995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004421299,0.0008619324,0.1312411,0.00003482227,0.00003418656,0.00003932778,0.5787107,0.0009248821,0.0001100128,0.2759708,0.001402234,0.01022798],"study_design_scores_gemma":[0.0006873856,0.0001387597,0.1442031,0.00004782379,0.00001533059,0.000008874631,0.0008240487,0.001937934,0.000006549945,0.6893486,0.1625479,0.0002337523],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9296922,0.000279401,0.00005724671,0.006476033,0.0002243946,0.0001476447,0.000001684076,0.00001040677,0.06311097],"genre_scores_gemma":[0.9992132,0.00008660525,0.000006337457,0.0001680023,0.0001249938,0.000004918245,0.000001229564,0.000005983622,0.0003887118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5778866,"threshold_uncertainty_score":0.8995265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02801933732277267,"score_gpt":0.2956572363575304,"score_spread":0.2676378990347578,"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."}}