{"id":"W2051469667","doi":"10.1061/(asce)0733-9364(2003)129:3(351)","title":"Closure to “Benefits of Constructability on Construction Projects” by George Jergeas and John Van der Put","year":2003,"lang":"en","type":"article","venue":"Journal of Construction Engineering and Management","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"TransCanada (Canada); University of Calgary","funders":"","keywords":"Constructability; George (robot); Closure (psychology); Engineering; Sociology; Political science; Art; Art history; Structural engineering; Law","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":[0.001668456,0.0002309792,0.0004339411,0.0009575899,0.0001222632,0.0001372892,0.0001792575,0.00007805253,0.00011745],"category_scores_gemma":[0.0003703612,0.0001944451,0.00009779669,0.0007373216,0.0001872441,0.0004101646,0.00007383346,0.0002060686,0.000004556476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004588664,"about_ca_system_score_gemma":0.00003428486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004156039,"about_ca_topic_score_gemma":0.000001517386,"domain_scores_codex":[0.9975081,0.00009371766,0.001020429,0.0003513489,0.0007909792,0.000235396],"domain_scores_gemma":[0.9984692,0.000169334,0.0005479099,0.000283174,0.0003531354,0.0001772462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003398064,0.0001207736,0.09333663,0.0003910039,0.0005395813,0.00001238992,0.0006032867,0.01375228,0.0009503647,0.2657061,0.004020168,0.6202276],"study_design_scores_gemma":[0.01189379,0.00269101,0.09184704,0.001310701,0.0009543097,0.006007224,0.01647891,0.005382062,0.01896075,0.01956834,0.8223295,0.002576362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739776,0.0003751459,0.01759484,0.0002974803,0.001734771,0.0004213009,0.00001391939,0.00003004172,0.005554965],"genre_scores_gemma":[0.9743438,0.0005791972,0.02466564,0.00005818443,0.00006633276,0.000007829468,8.142323e-7,0.00001381192,0.0002643866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8183093,"threshold_uncertainty_score":0.792924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02186456095687852,"score_gpt":0.2662621365976924,"score_spread":0.2443975756408139,"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."}}