{"id":"W2286477852","doi":"10.7202/1044679ar","title":"Sustainability = Good Design","year":2018,"lang":"en","type":"article","venue":"Les ateliers de l éthique","topic":"Architecture and Computational Design","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Sustainable design; Process management; Architectural engineering; Outcome (game theory); Politics; Sustainable development; Risk analysis (engineering); Management science; Computer science; Design elements and principles; Business; Engineering ethics; Knowledge management; Engineering management; Systems engineering; Engineering; Political science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002310662,0.0001106879,0.00009067563,0.0000463903,0.00008667175,0.00002105613,0.0001299543,0.0001182989,0.00005245677],"category_scores_gemma":[0.0000578987,0.0001082476,0.00003990417,0.0001167681,0.00008130885,0.00004334586,0.00001767978,0.0001961436,0.00005112901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690056,"about_ca_system_score_gemma":0.00005731185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001906047,"about_ca_topic_score_gemma":0.000008087912,"domain_scores_codex":[0.9993443,0.00008351933,0.0001129065,0.0001256308,0.00008311183,0.0002505163],"domain_scores_gemma":[0.9995624,0.0001172452,0.0000117071,0.0001428245,0.0000932137,0.00007262997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001303635,0.00006166015,0.001608423,0.0002613787,0.0001794687,0.00008765766,0.006471286,0.736829,0.005649015,0.07329722,0.01440292,0.1610216],"study_design_scores_gemma":[0.0004007553,0.000329789,0.008270215,0.00002987992,0.00002733139,0.00007213018,0.0003314792,0.2516698,0.03483714,0.6786995,0.02471311,0.0006188669],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02304275,0.0001198668,0.9608281,0.0002693994,0.00009314993,0.0001643937,0.00000130987,0.0003673684,0.01511361],"genre_scores_gemma":[0.9758949,0.000009476807,0.023414,0.0003390016,0.0001938726,0.00002101832,0.000002227829,0.00002432806,0.0001012194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9528521,"threshold_uncertainty_score":0.4414209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009649774832132196,"score_gpt":0.2234720383605943,"score_spread":0.2138222635284621,"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."}}