{"id":"W1918492663","doi":"10.3917/riges.391.0059","title":"Pourquoi et comment innover par le design management  ?","year":2014,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001815076,0.0002603943,0.0001936121,0.0002552101,0.0002920816,0.0004546109,0.0001773712,0.0001931717,0.0003201122],"category_scores_gemma":[0.0001354074,0.0002872277,0.00004894513,0.0008299971,0.00007464772,0.001976687,0.0001333647,0.000244736,0.0009094313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006242582,"about_ca_system_score_gemma":0.00002671897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003998654,"about_ca_topic_score_gemma":0.00001481757,"domain_scores_codex":[0.9985136,0.0001214249,0.0003872447,0.0003411164,0.0002635321,0.0003730311],"domain_scores_gemma":[0.9990172,0.00008307551,0.0002856937,0.0002843734,0.0003157189,0.00001391899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006861808,0.000252765,0.001539101,0.0005029211,0.00004084569,0.000005380415,0.00001349414,0.003627516,0.0001453439,0.801001,0.1395846,0.0532184],"study_design_scores_gemma":[0.0009820954,0.00002730016,0.05934756,0.0004438327,0.0001010496,0.000002675401,0.00005196521,0.01916838,0.0001158097,0.02112051,0.8982857,0.0003531657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004138986,0.0007430915,0.3978656,0.5499589,0.002983891,0.0006500584,0.000002425136,0.0002009264,0.0434561],"genre_scores_gemma":[0.9605105,0.0001565999,0.007520175,0.02276502,0.001094813,0.00005729476,0.000220716,0.00005148185,0.007623432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9563715,"threshold_uncertainty_score":0.999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02924946491804211,"score_gpt":0.2256456201582768,"score_spread":0.1963961552402347,"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."}}