{"id":"W2352466391","doi":"","title":"A planning paradigm shift in the context of social diversity and government transformation: an analysis of Toronto alternative social planning","year":2006,"lang":"en","type":"article","venue":"Urban Problems","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Dilemma; Social planning; Government (linguistics); Context (archaeology); China; Urban planning; Social change; Sociology; Paradigm shift; Field (mathematics); Social transformation; Political science; Public relations; Environmental planning; Economic growth; Geography; Engineering; Economics; Developing country","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":[0.0007019753,0.00008210896,0.0002414683,0.00004364781,0.0009741937,0.00003746346,0.0001563359,0.00005390938,0.00002154771],"category_scores_gemma":[0.0000136927,0.00007099993,0.00005875873,0.0003595171,0.0002699585,0.000477632,0.00003994378,0.00006470618,4.309427e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002342028,"about_ca_system_score_gemma":0.00005548686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02970964,"about_ca_topic_score_gemma":0.03549697,"domain_scores_codex":[0.9986752,0.0003256446,0.0002411297,0.0001234962,0.0004627447,0.0001718197],"domain_scores_gemma":[0.9995732,0.0001100557,0.000202499,0.00004319551,0.00005302307,0.00001807076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003994432,0.00006995402,0.1073589,0.00001467433,0.0000830713,0.000002203348,0.7311199,0.0002822979,0.00000512553,0.1608507,0.00003905298,0.0001342332],"study_design_scores_gemma":[0.0005416602,0.0001023917,0.4817657,0.00001912213,0.0001766857,5.412132e-8,0.5094374,0.0007687429,0.00001879525,0.00491519,0.002125101,0.000129234],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833882,0.0003274802,0.0007302003,0.0005155854,0.00002099,0.0002892318,0.00006254094,0.00000947538,0.01465627],"genre_scores_gemma":[0.9998336,0.000006190388,0.00000781798,0.00004284096,0.00006515388,0.000009433079,0.00001062061,0.000002751406,0.00002152662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3744068,"threshold_uncertainty_score":0.9821027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03095846561315137,"score_gpt":0.2966277889893373,"score_spread":0.2656693233761859,"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."}}