{"id":"W7104278945","doi":"10.71781/3113","title":"Educating interior design & architecture clients about sustainable design : issues, perceptions, and expectations","year":2017,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable design; Interior design; Sugar industry; Context (archaeology)","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":[0.01124635,0.0003079579,0.0004395209,0.0007083407,0.0038783,0.008566459,0.001185582,0.001860289,0.006681999],"category_scores_gemma":[0.02028261,0.0004577682,0.0003842259,0.0008465516,0.004228111,0.003316789,0.003250308,0.002029726,0.001092284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004804759,"about_ca_system_score_gemma":0.007259379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02149101,"about_ca_topic_score_gemma":0.0281821,"domain_scores_codex":[0.9920806,0.003502703,0.0002933942,0.0003239165,0.002772016,0.001027332],"domain_scores_gemma":[0.9871212,0.006814702,0.0009481668,0.0006016145,0.003277214,0.001237132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009381805,0.000382653,0.08771531,0.0004420383,0.00001921459,0.0009464202,0.8084107,0.0007656415,0.005146908,0.01358172,0.003199474,0.07929611],"study_design_scores_gemma":[0.00001055037,0.0002102297,0.03287644,0.0003631153,0.00001826393,0.0003025611,0.9202503,0.001340533,0.001976607,0.003158317,0.03942844,0.00006461672],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523228,0.0003479235,0.008117354,0.004697006,0.00002755814,0.0001061482,0.00003606985,0.00006390543,0.03428114],"genre_scores_gemma":[0.9852857,0.0005285406,0.003290945,0.0003724103,0.000006672968,0.0001095178,0.00002336155,0.00002027785,0.01036244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02149101,"threshold_uncertainty_score":0.05947709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402800782123988,"score_gpt":0.2141693373644546,"score_spread":0.2001413295432147,"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."}}