{"id":"W2105921913","doi":"10.7202/1006194ar","title":"Le rôle des communautés de pratique dans le développement de l’ambidextrie contextuelle : le cas GDF SUEZ","year":2011,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":[0.001179,0.0003772274,0.0002628423,0.0004150439,0.000758444,0.0005725298,0.00088416,0.0001818377,0.001140289],"category_scores_gemma":[0.00006813363,0.0004652372,0.0001339382,0.0005835345,0.0003393374,0.002454069,0.0006452018,0.0003182016,0.0002530249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004607423,"about_ca_system_score_gemma":0.0002731784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02098922,"about_ca_topic_score_gemma":0.00414735,"domain_scores_codex":[0.997756,0.00006949942,0.0006738337,0.0004508794,0.0003928075,0.0006569569],"domain_scores_gemma":[0.9985991,0.00003341918,0.0004135029,0.0003819808,0.0005334151,0.00003857044],"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":[0.0001170338,0.001194273,0.06871611,0.0005144512,0.0004548931,0.0001184109,0.0007768689,0.0002953303,0.0004312079,0.8856115,0.03344846,0.008321498],"study_design_scores_gemma":[0.004256773,0.00006239864,0.3118891,0.0008195761,0.0002341395,0.00003675659,0.01389619,0.01461284,0.004530866,0.1421472,0.5063333,0.001180968],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1198717,0.0007703124,0.2003046,0.04704047,0.002306393,0.0008598411,0.00003083141,0.0002362906,0.6285795],"genre_scores_gemma":[0.9681401,0.0003185435,0.008435133,0.002320964,0.0004820463,0.0001490899,0.0003467928,0.00006787385,0.01973941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8482684,"threshold_uncertainty_score":0.9997799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04513313358464837,"score_gpt":0.2542332607760915,"score_spread":0.2091001271914431,"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."}}