{"id":"W7164877677","doi":"10.1080/17153379.2023.12558233","title":"Knowing Manchuria: Environments, the Senses, and Natural Knowledge on an Asian Borderland.","year":2023,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Traditional knowledge; Knowledge-based systems; Knowledge production","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005217201,0.0002120515,0.0001466697,0.0003257708,0.007819047,0.003245912,0.0005340038,0.0006756416,0.004293894],"category_scores_gemma":[0.0004610522,0.0001027581,0.0001127633,0.000548411,0.006029955,0.003250546,0.0025588,0.001728859,0.0001708153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001348771,"about_ca_system_score_gemma":0.002374831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05929923,"about_ca_topic_score_gemma":0.2008438,"domain_scores_codex":[0.9997429,0.0001369495,0.000004616569,0.00002021975,0.00001530813,0.00008004541],"domain_scores_gemma":[0.9998259,0.00004942581,0.00002396042,0.00001101832,0.00001759141,0.00007214108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007069951,0.0001498445,0.02147955,0.00006903087,0.000009368196,0.002540209,0.8940122,0.00007950977,0.000869759,0.04613917,0.003378649,0.03120208],"study_design_scores_gemma":[0.00000246324,0.00002935416,0.01670717,0.00005945694,0.0000089268,0.0002668235,0.9548556,0.0000629205,0.0001745866,0.004050897,0.02377331,0.000008385792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8727905,0.001652429,0.0003430922,0.006167481,0.00008149262,0.0000136263,0.00003374013,0.000008311724,0.1189093],"genre_scores_gemma":[0.9934408,0.0006410019,0.0001598863,0.0002572502,0.000009726618,0.000003593753,0.000009944827,0.000002339432,0.005475485],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05929923,"threshold_uncertainty_score":0.1179081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644771751106977,"score_gpt":0.302725319631423,"score_spread":0.2862776021203532,"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."}}