{"id":"W2969714283","doi":"10.4000/books.editionscnrs.12756","title":"Huizhou, the country of the literati merchants","year":2012,"lang":"en","type":"book-chapter","venue":"CNRS Éditions eBooks","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Business; History; Ancient history","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":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0003736014,0.0001832642,0.0002030711,0.00005484456,0.003640745,0.00003544874,0.0005424166,0.0002569802,0.0009183988],"category_scores_gemma":[0.00003921524,0.0001128207,0.0002272123,0.00002966796,0.0028729,0.00005973358,0.00007733545,0.0004211096,0.00009441147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009069174,"about_ca_system_score_gemma":0.0002665935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001030325,"about_ca_topic_score_gemma":0.0004710685,"domain_scores_codex":[0.9988793,0.0001149255,0.000247551,0.0001582877,0.0004346869,0.0001652881],"domain_scores_gemma":[0.9988588,0.0001807471,0.0002353832,0.0005281404,0.0001220029,0.00007493046],"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":[0.000002929158,0.000008356137,0.00000373183,0.00001320611,0.00002954827,6.120201e-7,0.007543013,3.293891e-7,0.00001295341,0.9817415,0.009902628,0.0007411427],"study_design_scores_gemma":[0.0000366011,0.000004725519,0.00001552749,0.0000803669,0.00005595004,0.00000133094,0.00003002588,1.926379e-7,0.000007667928,0.4102678,0.5894088,0.00009104075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002184847,0.0008229523,0.00000516731,0.0008261038,0.001378147,0.0003870915,0.0003703384,0.00003443478,0.9959573],"genre_scores_gemma":[0.3214132,0.00005610152,0.00001383367,0.0007066429,0.002137507,0.00003148132,0.00003192936,0.00003344613,0.6755758],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5795062,"threshold_uncertainty_score":0.9999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04083185803284655,"score_gpt":0.2695373318752279,"score_spread":0.2287054738423813,"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."}}