{"id":"W2358702448","doi":"","title":"The Extension Characteristics and Dynamic Mechanisms of Residential Space in Changchun since 1990","year":2014,"lang":"en","type":"article","venue":"Economic Geography","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Yearbook; Industrialisation; Mode (computer interface); Regional science; Space (punctuation); Extension (predicate logic); Geography; Computer science; Scale (ratio); Land use; Unit (ring theory); Operations research; Transport engineering; Civil engineering; Mathematics; Engineering; Cartography; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003942616,0.00007968595,0.0001395824,0.00009718231,0.0001031415,0.00004508047,0.00008759791,0.00004271008,0.00002508008],"category_scores_gemma":[0.00001862435,0.00005713259,0.00003928026,0.0000509862,0.00007916684,0.00005258353,0.00001021529,0.00006977945,0.00002208002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001558736,"about_ca_system_score_gemma":0.000008644428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002933865,"about_ca_topic_score_gemma":0.008465713,"domain_scores_codex":[0.9993804,0.00005919556,0.0001745657,0.0001695197,0.00004735361,0.000168971],"domain_scores_gemma":[0.9995424,0.0001365539,0.00009705536,0.0001704666,0.000007765461,0.00004575702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001781853,0.00001619708,0.7684142,0.00003616251,0.00003445878,0.000007839057,0.0002703054,0.0007649849,0.0003368906,0.002130901,0.0001191579,0.2276907],"study_design_scores_gemma":[0.0001609935,0.00005987932,0.9411326,0.00001739209,0.000005529925,0.000005847677,0.00004038452,0.05314143,0.00004961826,0.004223468,0.00108564,0.00007723621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981917,0.0001845479,0.0001187846,0.00035995,0.0004082223,0.0000649152,0.000014924,0.000009899694,0.0006470614],"genre_scores_gemma":[0.9991654,0.0004196778,0.000283789,0.00004414972,0.00003744962,7.726038e-8,0.00001831409,0.000002447897,0.00002867925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2276135,"threshold_uncertainty_score":0.4724067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003891767663875187,"score_gpt":0.1744615428604621,"score_spread":0.1705697751965869,"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."}}