{"id":"W4306737246","doi":"10.3390/buildings12101725","title":"Sources of Challenges for Sustainability in the Building Design—The Relationship between Designers and Clients","year":2022,"lang":"en","type":"article","venue":"Buildings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Sustainability; Scope (computer science); Process management; Knowledge management; Business; Software deployment; Service design; Participatory design; Sustainable design; Service provider; Engineering; Service (business); Marketing; Computer science; Operations management","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":[0.01677973,0.0004944767,0.0006332159,0.001685008,0.01190145,0.01686292,0.002098759,0.00400775,0.007416477],"category_scores_gemma":[0.03124447,0.0008506009,0.000468983,0.002476081,0.007168314,0.007011102,0.01246273,0.004052948,0.001338742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008940143,"about_ca_system_score_gemma":0.01084963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006074193,"about_ca_topic_score_gemma":0.006410105,"domain_scores_codex":[0.9655313,0.02263748,0.001245446,0.00160942,0.006787131,0.002189213],"domain_scores_gemma":[0.9695126,0.0183467,0.002844154,0.002093886,0.004921649,0.002280957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000119185,0.0002523312,0.08053801,0.0006930507,0.00007306693,0.005123511,0.7126607,0.001356371,0.003220998,0.08608253,0.008948627,0.1009316],"study_design_scores_gemma":[0.00001479478,0.00005947405,0.009294187,0.0005735473,0.00003292391,0.002177144,0.865133,0.001487932,0.001534624,0.02572556,0.09388791,0.00007892983],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8043249,0.002468131,0.02361651,0.04712131,0.0001361457,0.0001882567,0.0001094469,0.0001287561,0.1219066],"genre_scores_gemma":[0.9921188,0.0004275104,0.002001935,0.000742698,0.00001334315,0.0000708779,0.00002134576,0.0000301242,0.004573344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01686292,"threshold_uncertainty_score":0.08874077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0565412928539676,"score_gpt":0.2916975398671346,"score_spread":0.235156247013167,"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."}}