{"id":"W188779093","doi":"","title":"Collaborative design in a context of sustainability: The epistemological an practical implications of the precautionary principle for design","year":2011,"lang":"en","type":"article","venue":"Research Repository (Delft University of Technology)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Conceptualization; Context (archaeology); Management science; Computer science; Precautionary principle; Design thinking; Epistemology; Design science; Design brief; Sustainability; Engineering ethics; Design technology; Risk analysis (engineering); Sociology; Knowledge management; Systems engineering; Economics; Engineering; Business; Human–computer interaction; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03983844,0.001305081,0.001212451,0.003021029,0.0123003,0.01981798,0.004304079,0.01059155,0.005328954],"category_scores_gemma":[0.03209819,0.001096177,0.001373954,0.00270644,0.06365999,0.01781991,0.01820343,0.006017994,0.001296178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007692156,"about_ca_system_score_gemma":0.01041205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002999839,"about_ca_topic_score_gemma":0.002533922,"domain_scores_codex":[0.9388753,0.0494991,0.001452647,0.0022903,0.006571062,0.001311658],"domain_scores_gemma":[0.9515415,0.0378412,0.001597248,0.005538521,0.002182985,0.001298541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001262428,0.00002456294,0.000127598,0.000154684,0.000007796508,0.0001910959,0.01827716,0.001981316,0.0001657079,0.9670188,0.0009067919,0.01113176],"study_design_scores_gemma":[0.00004014447,0.00005443116,0.0001106728,0.0006816479,0.00001665059,0.000372432,0.01161671,0.004219075,0.0006439474,0.8554581,0.1267501,0.00003599063],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02071903,0.007635705,0.6632991,0.03960245,0.0008808823,0.0003558131,0.00004716975,0.0002344604,0.2672253],"genre_scores_gemma":[0.6546797,0.00552952,0.305624,0.002045105,0.0004530674,0.001570615,0.00006773734,0.0001971862,0.02983312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03983844,"threshold_uncertainty_score":0.2106884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07561089154143134,"score_gpt":0.314158441527767,"score_spread":0.2385475499863356,"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."}}