{"id":"W2612530002","doi":"10.21606/drs.2016.284","title":"Exploring framing within a team of industrial design students","year":2016,"lang":"en","type":"article","venue":"Proceedings of DRS","topic":"Design Education and Practice","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Cognitive reframing; Framing (construction); Co-design; Collaborative design; Participatory design; Industrial design; Computer science; Engineering; Knowledge management; Psychology; Social psychology; Systems engineering; Task (project management)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01749641,0.001162024,0.0008258605,0.00375271,0.01239863,0.0178369,0.002876676,0.004534106,0.002968683],"category_scores_gemma":[0.03319385,0.001175491,0.0009547636,0.001238205,0.01527045,0.007025657,0.01254276,0.006198374,0.0008886441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00454081,"about_ca_system_score_gemma":0.003544448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002623222,"about_ca_topic_score_gemma":0.002293979,"domain_scores_codex":[0.9737813,0.01884994,0.0005079387,0.002117576,0.002266889,0.002476344],"domain_scores_gemma":[0.9721672,0.01466524,0.00314039,0.002102561,0.003118832,0.004805678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005925629,0.0002965051,0.009045088,0.00004365819,0.0000183352,0.0009215955,0.9665031,0.000305618,0.001798097,0.005779396,0.0004645222,0.01476477],"study_design_scores_gemma":[0.00004558935,0.0003138781,0.003361979,0.0001137027,0.00003448088,0.0008422182,0.9474971,0.002956363,0.002278019,0.009122379,0.03332656,0.0001077394],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774571,0.0001949387,0.01331117,0.001686954,0.00005733993,0.00008832777,0.000008519576,0.00007755473,0.007118116],"genre_scores_gemma":[0.9939202,0.00009834493,0.003091549,0.0001936731,0.0000193777,0.00004868311,0.00001215015,0.00003535201,0.002580628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0178369,"threshold_uncertainty_score":0.09253097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1700810045882443,"score_gpt":0.2885429501992042,"score_spread":0.1184619456109598,"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."}}