{"id":"W2122808396","doi":"10.1061/41109(373)68","title":"e-Society: A Community Engagement Framework for Construction Projects","year":2010,"lang":"en","type":"article","venue":"","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sustainability; Information and Communications Technology; Knowledge management; Process (computing); Smart city; Business; Process management; Computer science; World Wide Web; Internet of Things","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":[0.0001261638,0.00006131781,0.00006129693,0.00001717945,0.0001479269,0.00002344858,0.00009449971,0.0001173376,0.0000534464],"category_scores_gemma":[0.00007346122,0.00005500041,0.0000369396,0.00005862932,0.00005369155,0.00004023768,0.00003330699,0.000525902,0.000004394485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001155514,"about_ca_system_score_gemma":0.000004567474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002041853,"about_ca_topic_score_gemma":0.00003915561,"domain_scores_codex":[0.9997348,0.000004991496,0.00006386588,0.00004192116,0.00003568193,0.0001187461],"domain_scores_gemma":[0.9996193,0.0001357327,0.0000080517,0.0002063573,0.00001799531,0.00001256548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005525456,0.00004882301,0.002091466,0.0003222775,0.0001477956,3.105845e-7,0.002456567,0.0001618987,0.02194873,0.8099906,0.03132226,0.1315037],"study_design_scores_gemma":[0.0007582523,0.000228572,0.001991869,0.0000508008,0.00004291864,0.00001595545,0.03784623,0.01753726,0.3128128,0.2509318,0.3771089,0.0006746185],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7934872,0.00001383618,0.1974532,0.000163406,0.0009726229,0.000295055,0.000006123815,0.001676431,0.005932192],"genre_scores_gemma":[0.7081556,0.00001264648,0.2916268,0.00004188738,0.00004999343,0.0000729282,0.0000028127,0.000009205889,0.00002804773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5590588,"threshold_uncertainty_score":0.2284812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04004386101529255,"score_gpt":0.2496827044172826,"score_spread":0.2096388434019901,"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."}}