{"id":"W2368870557","doi":"","title":"Some Theoretiacal Reflections about Chinese Urbanization Based on Regional Economic Geography","year":2014,"lang":"en","type":"article","venue":"Economic Geography","topic":"Regional Economic and Spatial Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Urbanization; China; Economic geography; Context (archaeology); Geography; Regional science; Agricultural geography; Human geography; Economic growth; Historical geography; Economics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008273309,0.0005226855,0.0009206065,0.001729179,0.000457067,0.0002232998,0.0005947031,0.0002836137,0.001955796],"category_scores_gemma":[0.00004178974,0.0005840579,0.001133208,0.0002951795,0.0003421081,0.0005260179,0.00006290081,0.0003110209,0.004017043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002643127,"about_ca_system_score_gemma":0.00005783973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001189978,"about_ca_topic_score_gemma":0.0001701597,"domain_scores_codex":[0.9967535,0.00007409709,0.001273166,0.00123522,0.00005451018,0.0006094796],"domain_scores_gemma":[0.9977285,0.0002322673,0.000802146,0.0009170338,0.0000288557,0.0002911703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004772041,0.0001044572,0.4019277,0.00001008211,0.0002091411,5.802881e-7,0.00003434289,0.05106945,0.000001598129,0.543926,0.002353328,0.0003155904],"study_design_scores_gemma":[0.001521706,0.0002638599,0.3837111,0.00002043431,0.00004251635,0.000004937396,0.00001728384,0.1918017,0.000008973529,0.3222086,0.09937685,0.001022068],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8293704,0.001694552,0.0171325,0.007580146,0.003654358,0.0008016851,0.0007177752,0.000450517,0.138598],"genre_scores_gemma":[0.9938279,0.0004139766,0.0006525101,0.002722268,0.001535329,0.0001082446,0.0003364473,0.00008453313,0.0003187463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2217174,"threshold_uncertainty_score":0.9996611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067206193108647,"score_gpt":0.2127612603033456,"score_spread":0.2020891983722591,"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."}}