{"id":"W7116841387","doi":"10.18485/iipe_dijalozi_kina.2025.5.ch30","title":"The Middle Corridor of Eurasia: Transnational Connectivity and Regional Challenges","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Central Asia Education and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of British Columbia","funders":"","keywords":"Work (physics); Context (archaeology); Key (lock); Government (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001292473,0.0003041998,0.0002639448,0.000864079,0.001652435,0.00413065,0.0008856192,0.0009816741,0.005308507],"category_scores_gemma":[0.001473059,0.0001496034,0.0002258315,0.00236267,0.00148034,0.005423552,0.002802122,0.001412809,0.0005676548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001757494,"about_ca_system_score_gemma":0.003415156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03320078,"about_ca_topic_score_gemma":0.03455183,"domain_scores_codex":[0.9994835,0.000176768,0.00003089609,0.00009049207,0.00007965315,0.0001387246],"domain_scores_gemma":[0.9992466,0.0001255372,0.0001472712,0.00003497944,0.0002181826,0.000227462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002129763,0.00009954422,0.1314023,0.001953051,0.0001982936,0.007572095,0.03216582,0.005407493,0.003331587,0.2931758,0.08453529,0.4399457],"study_design_scores_gemma":[0.00002062095,0.0001268682,0.09451796,0.002190473,0.00008268146,0.00548185,0.113425,0.003532809,0.000487816,0.08444854,0.6956061,0.00007919727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6180068,0.07715428,0.008092607,0.1222995,0.001209704,0.00008393412,0.002447866,0.0001974745,0.1705079],"genre_scores_gemma":[0.9565617,0.02681598,0.004953167,0.003403635,0.0002418177,0.00006213746,0.0007379081,0.00004588358,0.007177794],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03320078,"threshold_uncertainty_score":0.06601506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07344993794561087,"score_gpt":0.2872299400096653,"score_spread":0.2137800020640545,"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."}}