{"id":"W2183594974","doi":"10.7492/ijaec.2014.009","title":"Front end Governance of Major Public Projects - Lessons with a Norwegian Quality Assurance Scheme","year":2014,"lang":"en","type":"article","venue":"International Journal of Architecture Engineering and Construction","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Norwegian; Quality assurance; Corporate governance; Scheme (mathematics); Business; Front and back ends; Public administration; Accounting; Political science; Engineering; Finance; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001080505,0.0001247271,0.0002495278,0.0003823943,0.00004701686,0.0001360489,0.0003846394,0.00004180367,0.00008186306],"category_scores_gemma":[0.0008773168,0.00008870674,0.00007876179,0.0002319151,0.0001660043,0.0003839374,0.00005356468,0.000239243,0.000002164439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003220471,"about_ca_system_score_gemma":0.00008605137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001429696,"about_ca_topic_score_gemma":0.00003280866,"domain_scores_codex":[0.9979982,0.00006356827,0.0005922077,0.0001814827,0.001040802,0.0001237798],"domain_scores_gemma":[0.9981261,0.000310765,0.0007409512,0.0001553997,0.0006007309,0.00006600273],"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":[0.0003456778,0.00004151777,0.07286292,0.00005182416,0.0003045457,0.000006907824,0.0006459241,0.006206116,0.00429581,0.05283727,0.0001263971,0.8622751],"study_design_scores_gemma":[0.009102803,0.001200263,0.7029122,0.001343997,0.0001349083,0.006332851,0.001726997,0.03943194,0.01150471,0.01688503,0.2080126,0.001411727],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7285975,0.00007804532,0.2667006,0.002623405,0.001024837,0.00006374782,0.00001182882,0.00001468576,0.0008853647],"genre_scores_gemma":[0.9632478,0.0000362838,0.03635078,0.0000258798,0.0002525937,0.000002075826,0.000001007848,0.000006508616,0.00007701333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8608633,"threshold_uncertainty_score":0.3617356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02554777275909539,"score_gpt":0.2950218553824076,"score_spread":0.2694740826233122,"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."}}