{"id":"W4320186808","doi":"10.1108/ecam-10-2022-0941","title":"A supply chain perspective of prefabricated housebuilding diffusion in New Zealand","year":2023,"lang":"en","type":"article","venue":"Engineering Construction & Architectural Management","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Supply chain; Context (archaeology); Originality; Business; Marketing; Perspective (graphical); Stakeholder; Industrial organization; Sustainability; Perception; Exploratory research; Qualitative research; Economics; Management; Psychology; Sociology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001969819,0.000296999,0.0002176295,0.001478109,0.003019449,0.005652381,0.0006531859,0.0009781334,0.01020939],"category_scores_gemma":[0.003815444,0.0003080128,0.0002851303,0.002717062,0.004176326,0.005662254,0.002661873,0.001133845,0.0002808009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01277916,"about_ca_system_score_gemma":0.008404282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2441213,"about_ca_topic_score_gemma":0.1683906,"domain_scores_codex":[0.9986835,0.0004838142,0.00008622253,0.0001700818,0.0003386341,0.0002378137],"domain_scores_gemma":[0.9975142,0.001029766,0.0005334318,0.00009259643,0.0006094614,0.0002205173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001909807,0.0002071142,0.0813876,0.001645296,0.00005726625,0.01602962,0.3762524,0.007772224,0.01148504,0.414439,0.002824993,0.08770845],"study_design_scores_gemma":[0.00004269253,0.0002860292,0.08785903,0.001683043,0.0000859448,0.002429638,0.6164423,0.01524157,0.002700358,0.0737822,0.1993329,0.0001143212],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7460587,0.002600163,0.02453247,0.00931257,0.00007006693,0.0003744743,0.0002305158,0.00003216537,0.2167889],"genre_scores_gemma":[0.9902639,0.001210439,0.002400281,0.00009616197,0.000007348744,0.0000418014,0.00003592406,0.00000634404,0.005937887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2441213,"threshold_uncertainty_score":0.4854007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02427958436359527,"score_gpt":0.2879980251642769,"score_spread":0.2637184408006816,"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."}}