{"id":"W2027521477","doi":"10.3917/mav.043.0392","title":"Rapprocher chercheurs et praticiens pour le développement de connaissances scientifiques : l'exemple d'une recherche en PME","year":2011,"lang":"fr","type":"article","venue":"Management & Avenir","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Political science; Humanities; Philosophy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006477754,0.0005790223,0.0004384044,0.0005186436,0.0004792485,0.0007750861,0.0008007977,0.0004452334,0.001519899],"category_scores_gemma":[0.0003341759,0.0006182804,0.0001656531,0.002670018,0.000394938,0.002406175,0.000531555,0.0007063174,0.0007820931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004218233,"about_ca_system_score_gemma":0.000341383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003955709,"about_ca_topic_score_gemma":0.0005294259,"domain_scores_codex":[0.9963672,0.0004007917,0.0007887139,0.0008909183,0.0004908399,0.001061524],"domain_scores_gemma":[0.99805,0.00009718589,0.0005419118,0.0005921785,0.0006652789,0.00005348742],"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":[0.0002038777,0.002208517,0.01218743,0.004264295,0.0006239587,0.0001459495,0.006208078,0.0001451459,0.001668117,0.7225658,0.1863939,0.06338496],"study_design_scores_gemma":[0.002879381,0.00008536714,0.1416101,0.001681622,0.0006917968,0.00001136948,0.01200685,0.006075965,0.004420457,0.1775526,0.6511008,0.001883637],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08352806,0.003567253,0.0946947,0.1449909,0.002766639,0.002236211,0.00001280709,0.0005576808,0.6676458],"genre_scores_gemma":[0.8184034,0.001012441,0.07471333,0.01111804,0.0008310465,0.0003677771,0.0001844593,0.000166044,0.09320346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7348754,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2391723764607941,"score_gpt":0.3319602889657393,"score_spread":0.09278791250494511,"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."}}