{"id":"W2598281152","doi":"10.5762/kais.2016.17.12.153","title":"A Study on Implementation System of 'Design Charrette' for Sustainable Community Design -Focused on Sensitive Urban Infill Charrette in Canada","year":2016,"lang":"en","type":"article","venue":"Journal of the Korea Academia-Industrial cooperation Society","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Process (computing); Sustainable development; Urban design; Design process; Engineering design process; Computer science; Sustainable design; Systems design; Urban planning; Architectural engineering; Management science; Systems engineering; Process management; Engineering; Civil engineering; Work in process; Political science; Operations management; Ecology; Mechanical engineering; Law","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":[0.003978077,0.0002112864,0.0004536356,0.00003472638,0.0006157453,0.00002730388,0.0003784368,0.0002458042,0.00002425191],"category_scores_gemma":[0.0005461372,0.0001263913,0.0001723468,0.0003669781,0.0001177206,0.0002675883,0.0001033886,0.001011685,0.000002068383],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004496466,"about_ca_system_score_gemma":0.0005764064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05408141,"about_ca_topic_score_gemma":0.01179232,"domain_scores_codex":[0.99627,0.001701258,0.0008071435,0.0001650166,0.0007168086,0.0003397876],"domain_scores_gemma":[0.9976487,0.001084586,0.0008180453,0.0001921687,0.0001692578,0.0000872926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.003441476,0.0006956335,0.1181907,0.0000475705,0.000853752,0.00002696425,0.06156859,0.01029942,0.01175097,0.00106887,0.7821764,0.009879631],"study_design_scores_gemma":[0.05296582,0.0100689,0.2116316,0.001257995,0.0007930372,0.00002567929,0.5029266,0.001523373,0.2100408,0.0002688198,0.006699713,0.001797685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931061,0.000008167491,0.001541083,0.002547124,0.0002994203,0.002292963,0.0000424012,0.00000866133,0.0001540918],"genre_scores_gemma":[0.9988645,0.0000101311,0.00006270799,0.000498025,0.0002998487,0.00003614368,0.000001509912,0.00001770983,0.000209438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7754768,"threshold_uncertainty_score":0.9993251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07800466837555291,"score_gpt":0.2790693422972318,"score_spread":0.2010646739216789,"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."}}