{"id":"W2792638555","doi":"10.1016/j.destud.2018.02.003","title":"Cracking open co-creation: Categories, stories, and value tension in a collaborative design process","year":2018,"lang":"en","type":"article","venue":"Design Studies","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Copenhagen Business School","keywords":"Structuring; Process (computing); Context (archaeology); Function (biology); Value (mathematics); Design process; Plan (archaeology); Frame (networking); Engineering design process; Computer science; Sociology; Engineering; Process management; Aesthetics; Art; Work in process; Business; Operations management; Mechanical engineering; History","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001162459,0.0001793207,0.0002738229,0.0002012924,0.0005011916,0.0003708597,0.0001798482,0.00004980489,0.0000150107],"category_scores_gemma":[0.0004582956,0.0001532528,0.000006971854,0.001604597,0.0001394377,0.001757058,0.0001604842,0.0000749346,0.00003140685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004825003,"about_ca_system_score_gemma":0.00007689123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004361003,"about_ca_topic_score_gemma":0.0001725267,"domain_scores_codex":[0.9989585,0.00005000122,0.0002605373,0.0003474527,0.0001824924,0.0002010015],"domain_scores_gemma":[0.9980379,0.0001279535,0.0002051215,0.0001501987,0.001472874,0.000005916068],"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":[0.007552603,0.0009813197,0.1840593,0.003639345,0.001566313,0.0001809916,0.1617272,0.002053678,0.01492688,0.289749,0.267933,0.06563035],"study_design_scores_gemma":[0.01006728,0.001133834,0.07439864,0.002047315,0.0006846133,0.00002373467,0.2219452,0.01714959,0.04212064,0.4211326,0.2053537,0.003942844],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6807108,0.02851415,0.1311026,0.06509583,0.00596897,0.02245575,0.00002431725,0.001344024,0.06478354],"genre_scores_gemma":[0.9913736,0.0001381612,0.002974197,0.003922433,0.001186737,0.0001779164,0.00002410514,0.00002631582,0.0001765653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3106627,"threshold_uncertainty_score":0.6249468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0950627791810337,"score_gpt":0.3642127226846489,"score_spread":0.2691499435036152,"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."}}