{"id":"W4405637471","doi":"10.1111/dmj.12093","title":"Creating Value on the Inside: Design‐Driven Innovation to Create New Meanings for Internal Stakeholders","year":2024,"lang":"en","type":"article","venue":"Design Management Journal (Former Series)","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Business; Value (mathematics); Architectural engineering; Process management; Industrial organization; Computer science; Engineering","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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002946588,0.0003524911,0.0002562222,0.001064332,0.000968734,0.001286346,0.0006371688,0.0001158797,0.0001550768],"category_scores_gemma":[0.000346273,0.0002605926,0.0001036988,0.002182862,0.00008186999,0.001364501,0.0002603604,0.0005175674,0.0001788074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002458245,"about_ca_system_score_gemma":0.0000738376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000176472,"about_ca_topic_score_gemma":0.00000219125,"domain_scores_codex":[0.9978676,0.00004899117,0.0006735222,0.0003997713,0.0004735913,0.0005365305],"domain_scores_gemma":[0.9989733,0.000176883,0.0003084161,0.0002192617,0.0002989478,0.00002321147],"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":[0.0003203188,0.00003657672,0.00007601352,0.0001105086,0.0004765209,0.00005186411,0.0009465298,0.001001591,0.0002410226,0.8729636,0.08443891,0.03933651],"study_design_scores_gemma":[0.00144371,0.0003980986,0.000863546,0.001219877,0.0003445311,0.00003955115,0.006915447,0.01069175,0.003232134,0.5871432,0.3866312,0.001076906],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00563247,0.00003377729,0.942393,0.0110614,0.001271336,0.001670035,0.000001363434,0.0002693055,0.03766732],"genre_scores_gemma":[0.7486652,0.00009478882,0.2008682,0.02629524,0.003801089,0.0006408606,0.00003836763,0.0002416436,0.01935466],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7430327,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219179686825316,"score_gpt":0.2760390979702455,"score_spread":0.1541211292877139,"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."}}