{"id":"W1978135287","doi":"10.1111/j.1531-314x.2006.00068_3.x","title":"Future City - Edited by Stephen Read, Jurgen Rosemann, and Job Van Eldijk","year":2006,"lang":"en","type":"article","venue":"Journal of Architectural Education","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Sociology; Management; 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":[0.0001365893,0.0001542567,0.0001785595,0.0001755498,0.00007750947,0.00004782568,0.000120375,0.00006245649,0.00004653371],"category_scores_gemma":[0.000018339,0.0001258187,0.00007234787,0.0001533196,0.00002855344,0.0001412599,0.00001316618,0.0003037984,0.000003616915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006197695,"about_ca_system_score_gemma":0.00008251064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002537309,"about_ca_topic_score_gemma":0.00001242874,"domain_scores_codex":[0.999106,0.0000467702,0.000349709,0.0001009023,0.0002343715,0.0001622497],"domain_scores_gemma":[0.999494,0.00007915117,0.0001264878,0.00008710635,0.0001106002,0.000102622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001438776,0.0001507253,0.003109288,0.0001409034,0.0001653053,0.000008715117,0.002181163,0.05785428,0.02506081,0.0005390802,0.2137144,0.6969314],"study_design_scores_gemma":[0.0017946,0.0007273951,0.5929579,0.0003030964,0.0002650725,0.002605444,0.0007182988,0.00720819,0.007407086,0.1170212,0.2676057,0.001386124],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752546,0.002660692,0.01752339,0.001784807,0.001193377,0.0001186413,0.000008765131,0.0000526529,0.001403065],"genre_scores_gemma":[0.9896555,0.00004451475,0.00665515,0.0001491568,0.003081267,0.00000356919,0.00003123473,0.00002274593,0.0003568699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6955453,"threshold_uncertainty_score":0.5130739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003147222582537379,"score_gpt":0.2047055640189071,"score_spread":0.2015583414363697,"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."}}