{"id":"W7117450680","doi":"10.3917/riges.504.0042","title":"Telle Whitney. Diversifier pour mieux innover","year":2025,"lang":"","type":"article","venue":"Gestion","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.002567815,0.001022888,0.000720276,0.001517185,0.004945308,0.006442542,0.000801443,0.007219997,0.07568799],"category_scores_gemma":[0.01307146,0.0004163208,0.0004556311,0.00178156,0.002845432,0.009970528,0.002506419,0.008066752,0.01708074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004016221,"about_ca_system_score_gemma":0.00374361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03448748,"about_ca_topic_score_gemma":0.05132912,"domain_scores_codex":[0.9974317,0.0008299878,0.0001260456,0.0004143702,0.0009076872,0.0002902507],"domain_scores_gemma":[0.9956954,0.001745422,0.0002686762,0.0002260755,0.001131423,0.0009330535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004189094,0.0000248194,0.0002967468,0.00007812225,0.000006697599,0.00009807719,0.0006648815,0.0000534413,0.00008604699,0.04530165,0.9075661,0.04578161],"study_design_scores_gemma":[0.00001053393,0.00001089441,0.000304589,0.0001092756,0.000002775298,0.0001347686,0.0006658293,0.00006172528,0.0001098966,0.008420801,0.9901515,0.00001744357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001163808,0.06133814,0.001535575,0.8151061,0.04742508,0.00002197056,0.0003338592,0.0003786759,0.07269687],"genre_scores_gemma":[0.02745023,0.02124512,0.002964905,0.1942574,0.01136795,0.00009733666,0.0001541598,0.0005657126,0.7418972],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07568799,"threshold_uncertainty_score":0.2532015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02523484008700084,"score_gpt":0.2984334838024096,"score_spread":0.2731986437154088,"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."}}