{"id":"W2076732631","doi":"10.3130/aijt.15.893","title":"COMMUNITY PLANNING ACTIVITY SITUATION FOR URBAN REGENERATION","year":2009,"lang":"en","type":"article","venue":"AIJ Journal of Technology and Design","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downtown; Community planning; Urban planning; Environmental planning; Quarter (Canadian coin); Urban community; Business; Geography; Sociology; Engineering; Civil engineering; Socioeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001108413,0.00003921964,0.00008941701,0.0001930581,0.0006933723,0.00003097418,0.0000976388,0.0001343974,0.000003030673],"category_scores_gemma":[0.0005000847,0.0000372314,0.00001838482,0.0002075475,0.00007068329,0.0002359182,0.000004921138,0.0002018327,3.530276e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002549699,"about_ca_system_score_gemma":0.00005675827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007478965,"about_ca_topic_score_gemma":0.000007591025,"domain_scores_codex":[0.9995235,0.0001607008,0.0001125555,0.00003762865,0.00007895028,0.0000867327],"domain_scores_gemma":[0.9994984,0.0001133625,0.0001700684,0.0000462652,0.0001430101,0.00002884329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008205913,0.0005325485,0.02788162,0.00001957777,0.0001268673,0.00002060502,0.05503452,0.001583147,0.1212535,0.3543535,0.06579428,0.3725792],"study_design_scores_gemma":[0.005608284,0.007557745,0.06959367,0.0004400142,0.0003312211,0.0002088653,0.03927877,0.006554361,0.176345,0.6048044,0.0882432,0.001034493],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.426519,0.0003035058,0.5649365,0.007533604,0.00008087865,0.0001063153,3.968341e-7,0.00004060109,0.0004791603],"genre_scores_gemma":[0.99266,0.0000269105,0.006926847,0.0001714621,0.0000784529,8.569496e-7,6.457664e-7,0.000001795867,0.0001330007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.566141,"threshold_uncertainty_score":0.5332929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0696574133745873,"score_gpt":0.3325926701960087,"score_spread":0.2629352568214214,"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."}}