{"id":"W2894485635","doi":"10.25316/ir-2311","title":"Sustainability in the higher education of interior designers","year":2018,"lang":"en","type":"article","venue":"VIURRSpace (Vancouver Island University)","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Higher education; Architectural engineering; Engineering; Economics; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001371354,0.0000972523,0.0001279669,0.0002001885,0.0002641408,0.00001599238,0.0002352477,0.00004437226,0.0004826353],"category_scores_gemma":[0.0000153614,0.00007642328,0.0000648219,0.0001285166,0.0006511479,0.0001508256,0.00002863102,0.0001079524,0.000006943049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002099772,"about_ca_system_score_gemma":0.0002426626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001262386,"about_ca_topic_score_gemma":0.008294935,"domain_scores_codex":[0.99934,0.0001572317,0.0000836464,0.0001477248,0.0001182615,0.0001531122],"domain_scores_gemma":[0.9994687,0.00006589004,0.00007306303,0.0001831212,0.0001824075,0.00002683234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002378386,0.0001488839,0.0001021896,0.00006868796,0.00002693008,0.00001113032,0.2635252,0.000002846122,0.00004597392,0.3075033,0.4256263,0.002700661],"study_design_scores_gemma":[0.000239393,0.000127155,0.0002167204,0.00001564676,0.00002068116,1.678889e-7,0.04600561,0.000002581813,0.00002408293,0.003143087,0.950103,0.0001018934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01800705,0.00006700792,0.0002502531,0.0006171694,0.001343393,0.0002902015,0.000009641393,0.0000288357,0.9793864],"genre_scores_gemma":[0.8335335,0.000005050606,0.00002535579,0.0001377085,0.0002801141,9.069419e-7,2.64105e-7,0.000005959442,0.1660112],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8155264,"threshold_uncertainty_score":0.5284518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468684914803279,"score_gpt":0.2154597862699526,"score_spread":0.2007729371219198,"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."}}