{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02034734,0.000808795,0.0004925151,0.001165321,0.005288523,0.01838901,0.001549529,0.006919928,0.01238962],"category_scores_gemma":[0.03114995,0.0004215405,0.0007653908,0.001494736,0.01238011,0.0148115,0.004041078,0.006560476,0.004220958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006866272,"about_ca_system_score_gemma":0.01032872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004786037,"about_ca_topic_score_gemma":0.00685332,"domain_scores_codex":[0.9729882,0.01602821,0.0007078209,0.002180526,0.005989034,0.002106282],"domain_scores_gemma":[0.9777642,0.009884805,0.002313777,0.002319054,0.005279443,0.002438717],"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":[0.00013109,0.0004579598,0.01202976,0.0008822914,0.00009375838,0.0008411683,0.06728195,0.001125618,0.00452476,0.5762147,0.06892776,0.2674891],"study_design_scores_gemma":[0.00003362776,0.0001918258,0.003090345,0.0008375439,0.00005435391,0.0006621573,0.04695455,0.001153625,0.00207074,0.1268546,0.8179973,0.00009928727],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08423814,0.01847744,0.05539955,0.4778311,0.004878236,0.0001776965,0.0001055194,0.0003686926,0.3585235],"genre_scores_gemma":[0.7191091,0.01464153,0.0241823,0.04592333,0.001726684,0.0002373065,0.0001335758,0.0002987063,0.1937475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02034734,"threshold_uncertainty_score":0.1076083,"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."}}