{"id":"W2565220908","doi":"","title":"From organizing for innovation to innovating for organization: how co-design fosters change in organizations","year":2014,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Novelty; Order (exchange); Knowledge management; Computer science; Co-design; Empirical evidence; Collaborative design; Process management; Business; Intervention (counseling); Psychology; Systems design; Software engineering; Epistemology; Social psychology","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":[0.02298509,0.0008760073,0.0005833816,0.004022407,0.009518501,0.01601241,0.003120618,0.004521803,0.005529826],"category_scores_gemma":[0.03247774,0.0007954699,0.001300804,0.002480158,0.03835395,0.01514554,0.01760015,0.0026302,0.0008828158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006600309,"about_ca_system_score_gemma":0.006733432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002601388,"about_ca_topic_score_gemma":0.002459999,"domain_scores_codex":[0.969364,0.02385339,0.0005919017,0.002052951,0.002408608,0.001729167],"domain_scores_gemma":[0.9600407,0.0265676,0.002684771,0.006469023,0.001730314,0.002507568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002074815,0.0005839402,0.01658659,0.001354333,0.0001493644,0.001317751,0.3861576,0.004487672,0.00309834,0.4509831,0.003485967,0.131588],"study_design_scores_gemma":[0.0001977943,0.0006886593,0.01140235,0.001606589,0.0001602672,0.001465543,0.2094525,0.008288442,0.00510471,0.6006388,0.1608317,0.000162591],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6050253,0.005732654,0.1539071,0.03041767,0.0004711772,0.0008375501,0.00007254128,0.0005334954,0.2030025],"genre_scores_gemma":[0.977821,0.0006516695,0.01710502,0.0004556859,0.00002822246,0.0002224015,0.00002222078,0.00009290945,0.003600794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02298509,"threshold_uncertainty_score":0.1215582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04614976682735993,"score_gpt":0.2563867946420022,"score_spread":0.2102370278146423,"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."}}