{"id":"W7039817169","doi":"","title":"2005 National Construction Codes: more responsive to innovation and renovation","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Code (set theory); Property (philosophy); Work (physics); Production (economics); Affect (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00530911,0.0002578407,0.0002083462,0.001473414,0.00191498,0.004468208,0.0008725388,0.002521741,0.004013395],"category_scores_gemma":[0.03651945,0.0001686005,0.0002768885,0.001946935,0.001904456,0.002113334,0.001520904,0.002741412,0.0005934669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01205607,"about_ca_system_score_gemma":0.01069557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05409912,"about_ca_topic_score_gemma":0.119604,"domain_scores_codex":[0.9886367,0.002469454,0.0005512292,0.0005278647,0.006763302,0.001051449],"domain_scores_gemma":[0.970077,0.007457476,0.006355946,0.001219392,0.01307962,0.001810581],"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":[0.0001441896,0.0003538493,0.07820364,0.0005520503,0.00004400038,0.0005907574,0.009520702,0.006294403,0.008199143,0.3153355,0.1832753,0.3974865],"study_design_scores_gemma":[0.00002077597,0.0002496499,0.1230677,0.0002998646,0.00001707333,0.0003911369,0.004852669,0.00241901,0.00324412,0.008365799,0.8569589,0.000113214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4005885,0.006798893,0.02120073,0.1288548,0.004095138,0.0002922318,0.0005881363,0.0004192043,0.4371623],"genre_scores_gemma":[0.9066128,0.002923998,0.01501189,0.0187266,0.0009326797,0.0001657274,0.0006906324,0.0001665632,0.05476903],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05409912,"threshold_uncertainty_score":0.1075684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05600065146565892,"score_gpt":0.359743038906485,"score_spread":0.3037423874408261,"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."}}