{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04751936,0.001163821,0.0008068505,0.005651676,0.0206809,0.02898855,0.004564358,0.008310978,0.005040478],"category_scores_gemma":[0.09524406,0.001477957,0.0009164294,0.003459841,0.0818646,0.04170185,0.02295446,0.007525197,0.0005500215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007606482,"about_ca_system_score_gemma":0.004328202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002349282,"about_ca_topic_score_gemma":0.002516536,"domain_scores_codex":[0.9273838,0.05968019,0.001188999,0.002721808,0.006361463,0.002663788],"domain_scores_gemma":[0.824766,0.1514381,0.004026596,0.01181022,0.004822825,0.003136424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008408885,0.00006476897,0.002191796,0.0001270932,0.00001559367,0.0003923621,0.7573922,0.000205527,0.0006016839,0.2195023,0.001305426,0.01811709],"study_design_scores_gemma":[0.00004564162,0.0001284941,0.00157827,0.0004864423,0.00003489108,0.0009487368,0.6891622,0.002384091,0.002159606,0.232177,0.07080346,0.0000912463],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7004344,0.002283904,0.1130136,0.03846969,0.0004705609,0.0004516409,0.00009210381,0.0003771453,0.1444069],"genre_scores_gemma":[0.9872397,0.0001994412,0.008558999,0.0003908896,0.00002983522,0.0001496968,0.00002326567,0.0001280212,0.003280053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04751936,"threshold_uncertainty_score":0.2513095,"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."}}