{"id":"W2294187260","doi":"","title":"Engaging End Users in Green Building Design Software","year":2015,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Architectural engineering; Green building; Process (computing); Exploratory research; Building design; End user; Engineering; Engineering design process; Software; Engineering management; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005596872,0.0001437602,0.0001409236,0.0001975633,0.00002963202,0.00004928362,0.0001492374,0.00005509007,0.00004523679],"category_scores_gemma":[0.00007021725,0.0001448205,0.0000253677,0.0002695312,0.00001271791,0.0002067864,0.0000342218,0.0001780554,0.00001744613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003292027,"about_ca_system_score_gemma":0.00006777201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002208201,"about_ca_topic_score_gemma":0.00001088719,"domain_scores_codex":[0.9990922,0.0000514553,0.0001651124,0.0001551667,0.0001694194,0.0003666726],"domain_scores_gemma":[0.9995517,0.0001219741,0.00001197954,0.0001555055,0.00003048674,0.0001283532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000217785,0.00004587727,0.02421325,0.0001338638,0.0000593586,0.0002701237,0.002036498,0.886255,0.00399647,0.002807368,0.01082128,0.06933909],"study_design_scores_gemma":[0.004701244,0.0002132924,0.005914242,0.0003152451,0.00005256334,0.0000599605,0.01284582,0.8760014,0.04846431,0.02110695,0.0280659,0.002259127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1018877,0.0003072556,0.8935049,0.000072478,0.0002507604,0.0002212235,5.633128e-7,0.000781193,0.002973976],"genre_scores_gemma":[0.8912625,0.000007407019,0.1081615,0.00005789564,0.00005424615,0.0000233585,0.000001177419,0.00003700885,0.000394919],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7893748,"threshold_uncertainty_score":0.5905608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03811455803883845,"score_gpt":0.2579484995854929,"score_spread":0.2198339415466544,"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."}}