{"id":"W2956053921","doi":"10.29173/mocs72","title":"Research on Roles Transformation of Stakeholder in the Industry Chain of Industrialized Building in China Based on Niche Theory","year":2019,"lang":"en","type":"article","venue":"Modular and Offsite Construction (MOC) Summit Proceedings","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chongqing University","keywords":"Industrialisation; Stakeholder; China; Business; Industrial organization; Division of labour; Chain (unit); Economic system; Economic geography; Economics; Management; Political science; Market economy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002065343,0.0001996773,0.0001670469,0.002423291,0.002064563,0.002001063,0.000499209,0.0004294974,0.001992675],"category_scores_gemma":[0.002507303,0.0001490497,0.0003005284,0.002941737,0.001396422,0.00331687,0.0014015,0.0003732937,0.00006653411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005539516,"about_ca_system_score_gemma":0.005806409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01716079,"about_ca_topic_score_gemma":0.02711124,"domain_scores_codex":[0.9985649,0.0005816164,0.0000721498,0.0001458612,0.0003435099,0.000291914],"domain_scores_gemma":[0.9985643,0.0006338051,0.0002398185,0.00005364282,0.0003556087,0.000152806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001363236,0.0003025641,0.3666278,0.00131873,0.000105917,0.003878061,0.1259828,0.006510315,0.006558339,0.2660295,0.00196741,0.2205822],"study_design_scores_gemma":[0.00003226382,0.000463655,0.4718524,0.001137864,0.0001511381,0.001035693,0.364576,0.03881954,0.005051976,0.05979104,0.05698562,0.0001027495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972132,0.001402949,0.004896463,0.00123753,0.00001542669,0.00007320848,0.00003249198,0.000006600669,0.02020326],"genre_scores_gemma":[0.9983636,0.0005201547,0.000386022,0.00002548539,0.00000217905,0.00001300961,0.00001479512,6.47477e-7,0.0006741884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01716079,"threshold_uncertainty_score":0.04019225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1133153160279495,"score_gpt":0.3638496145292905,"score_spread":0.250534298501341,"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."}}