{"id":"W2065319455","doi":"10.1108/14714170910931534","title":"The challenge of organizational design for manufactured construction","year":2009,"lang":"en","type":"article","venue":"Construction Innovation","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Innovator; Originality; Context (archaeology); Process (computing); Knowledge management; Value (mathematics); Intervention (counseling); Organizational architecture; Organizational structure; Business; Process management; Engineering; Computer science; Management; Sociology; Intellectual property; Economics; Psychology; Qualitative research","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":[0.002088698,0.0001392968,0.0001891563,0.0006089897,0.0006028508,0.0001817873,0.000333435,0.0000965857,0.0002516866],"category_scores_gemma":[0.001520271,0.0000999581,0.00006094773,0.002553554,0.0003119547,0.0005107253,0.00002498306,0.0001062881,0.00001866468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004397671,"about_ca_system_score_gemma":0.0001273174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.296519e-7,"about_ca_topic_score_gemma":0.000001474663,"domain_scores_codex":[0.9976297,0.0000937597,0.001081989,0.0003269582,0.0006891133,0.000178464],"domain_scores_gemma":[0.996088,0.000552578,0.0008799451,0.0003863698,0.002070776,0.00002231494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009373323,0.00001019367,0.0008818374,0.000003011248,0.0000131761,4.373075e-8,0.00006240055,0.0001605478,0.0006652477,0.5530798,0.002022047,0.443008],"study_design_scores_gemma":[0.0009624353,0.0002136553,0.006102629,0.00001301876,0.00002111565,0.00003317532,0.0008192785,0.004470863,0.01621613,0.9196391,0.05129932,0.0002092946],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0436037,0.00005579807,0.939108,0.007591335,0.002847231,0.0009508666,0.00001638592,0.00009830369,0.005728361],"genre_scores_gemma":[0.9583466,0.0000512401,0.04057899,0.0001395438,0.0002677367,0.00002813624,0.00002967049,0.000008645265,0.0005494033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9147429,"threshold_uncertainty_score":0.4636702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09389895330595867,"score_gpt":0.3468520792839316,"score_spread":0.2529531259779729,"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."}}