{"id":"W2050740662","doi":"10.3917/mav.030.0207","title":"Le réel expérimenté pour explorer la TPE : apports conceptuels et méthodologiques","year":2009,"lang":"fr","type":"article","venue":"Management & Avenir","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada); HEC Montréal","funders":"","keywords":"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":[0.001974799,0.0007536634,0.0006530718,0.0004821617,0.000580351,0.0009563699,0.0007022964,0.000206668,0.002328941],"category_scores_gemma":[0.0001200072,0.0008208146,0.0002869053,0.0009408806,0.0002414452,0.002193508,0.001083734,0.000324707,0.001886105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001310725,"about_ca_system_score_gemma":0.00005327824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000198439,"about_ca_topic_score_gemma":0.00005772715,"domain_scores_codex":[0.9961979,0.0002613128,0.0008090303,0.001014975,0.0007452751,0.0009714866],"domain_scores_gemma":[0.9984993,0.0001319201,0.0005256431,0.0005302785,0.0002541229,0.00005877226],"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":[0.00004049781,0.0006469378,0.002601072,0.0005070769,0.000349693,0.0002870122,0.000217587,0.0001114412,0.00002774534,0.6680712,0.3031069,0.02403286],"study_design_scores_gemma":[0.001395558,0.00004978855,0.03512553,0.0003708377,0.0004393894,0.000003497293,0.002347291,0.0002362343,0.00007438612,0.09767626,0.8614014,0.0008798275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002901641,0.01300682,0.03340207,0.0739425,0.001904409,0.001680555,0.00001001911,0.0007436838,0.8724083],"genre_scores_gemma":[0.7765121,0.003933858,0.01059171,0.02821312,0.001863956,0.000130942,0.0002542878,0.0001419989,0.178358],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7736105,"threshold_uncertainty_score":0.9994243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02944277772183805,"score_gpt":0.258180716057589,"score_spread":0.2287379383357509,"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."}}