{"id":"W7025229414","doi":"","title":"Towards the creation of a valid, simplified and systematic method to identify and measure the social impacts of international construction projects on the local communities in different geographical contexts","year":2018,"lang":"en","type":"dissertation","venue":"Utrecht University Repository (Utrecht University)","topic":"Industrial Gas Emission Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Procurement; License; Social sustainability; Measure (data warehouse); Social impact assessment; Obstacle; Competitive advantage","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":[0.1581449,0.002280227,0.001876955,0.01426001,0.002982073,0.01359051,0.004380831,0.003319611,0.003468575],"category_scores_gemma":[0.1871405,0.001429173,0.002185945,0.008647693,0.008938868,0.01080101,0.008160681,0.00418104,0.001583184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01054759,"about_ca_system_score_gemma":0.0363447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006801525,"about_ca_topic_score_gemma":0.01041821,"domain_scores_codex":[0.7657207,0.1800938,0.01306687,0.009374622,0.03001854,0.001725569],"domain_scores_gemma":[0.6891235,0.1908208,0.01995848,0.03194792,0.06519019,0.002959098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003253757,0.00155559,0.04784914,0.008637667,0.0003893862,0.0005491425,0.1036735,0.00442539,0.01230322,0.09472889,0.006889765,0.7186729],"study_design_scores_gemma":[0.0009002319,0.004268025,0.1228551,0.03000135,0.0009548882,0.00218214,0.2720417,0.04755949,0.03520575,0.2403038,0.2423801,0.00134731],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04686607,0.0009773675,0.909319,0.003507971,0.0002581562,0.02095571,0.0008503745,0.0004452804,0.01682006],"genre_scores_gemma":[0.08374223,0.0003492333,0.9026539,0.0003036064,0.00002972222,0.01119991,0.0004017068,0.00006983899,0.001249878],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1581449,"threshold_uncertainty_score":0.8363603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345357608478347,"score_gpt":0.25879479281014,"score_spread":0.2353412167253565,"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."}}