{"id":"W7007718553","doi":"","title":"Alignment factors between client needs and design solutions during the project definition: Case study of a Canadian mega-hospital using Lean-led Design","year":2021,"lang":"en","type":"other","venue":"Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles)","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Harmony (color); Project management; Work (physics); Conceptual framework; Focus (optics); Engineering design process; Project planning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01960248,0.0007828708,0.0007697601,0.003105613,0.0139795,0.005113504,0.003605783,0.002570307,0.002460554],"category_scores_gemma":[0.0264544,0.000816626,0.0007274128,0.005159452,0.004365535,0.002630828,0.005011242,0.00276705,0.0003154769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04445084,"about_ca_system_score_gemma":0.04707969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3285714,"about_ca_topic_score_gemma":0.5822124,"domain_scores_codex":[0.9805038,0.01098359,0.0009577625,0.0009366092,0.00363097,0.002987397],"domain_scores_gemma":[0.9814087,0.009408776,0.00213957,0.0005627199,0.003994687,0.002485534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004912048,0.002776643,0.06173173,0.002439101,0.00008501828,0.02926173,0.7819356,0.002117322,0.004424672,0.009274037,0.003549393,0.1019135],"study_design_scores_gemma":[0.00007880745,0.000965843,0.0285562,0.0009433002,0.0000773806,0.00228468,0.9369603,0.002440815,0.002286708,0.0008353097,0.02444745,0.0001232187],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866518,0.000712453,0.002789791,0.001732282,0.00001829062,0.0007632419,0.0000668365,0.00001493504,0.007250272],"genre_scores_gemma":[0.9887421,0.001137043,0.006643565,0.0004224238,0.000007366351,0.0003467838,0.00005702895,0.00001896233,0.002624808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6714286,"threshold_uncertainty_score":0.6533177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05767308127223824,"score_gpt":0.2159996623259536,"score_spread":0.1583265810537154,"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."}}