{"id":"W7134145440","doi":"","title":"A structured approach to assessing and developing integrated project delivery: capability maturity and readiness evaluation","year":2025,"lang":"en","type":"other","venue":"Espace École de technologie supérieure (École de technologie supérieure)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capability Maturity Model; Implementation; Integrated project delivery; Best practice; Maturity (psychological); Work (physics)","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":[0.04704327,0.001562877,0.00138611,0.01382902,0.002420479,0.007492518,0.001977271,0.001628909,0.006915405],"category_scores_gemma":[0.0771793,0.000932999,0.002101621,0.008956157,0.003470425,0.005766239,0.00596689,0.003604632,0.002044082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006858034,"about_ca_system_score_gemma":0.0229944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003387809,"about_ca_topic_score_gemma":0.007627596,"domain_scores_codex":[0.9484818,0.0320478,0.004647204,0.002164192,0.01149296,0.00116607],"domain_scores_gemma":[0.9163466,0.03676507,0.007324454,0.004889819,0.03252159,0.002152465],"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":[0.0002830383,0.001707884,0.02311885,0.005238359,0.0002850268,0.0003887848,0.03741557,0.008607757,0.009872665,0.1134523,0.01214727,0.7874824],"study_design_scores_gemma":[0.0007209418,0.008375584,0.09688643,0.01445858,0.0007129106,0.001701327,0.1294133,0.1023802,0.0510836,0.256761,0.33629,0.001216183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06886271,0.0009766497,0.8187397,0.002002319,0.0003061164,0.03310693,0.001728052,0.001104242,0.07317331],"genre_scores_gemma":[0.1073126,0.0006666394,0.8677425,0.0002876769,0.00002359417,0.01844882,0.0009425665,0.00009389048,0.004481724],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04704327,"threshold_uncertainty_score":0.2487915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739309338994296,"score_gpt":0.3138991089373416,"score_spread":0.2865060155473987,"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."}}