{"id":"W1978800783","doi":"10.4000/rei.4926","title":"Travailler dans la recherche privée au sortir d’une école d’ingénieur : est-ce la bonne stratégie ?","year":2011,"lang":"fr","type":"article","venue":"Revue d économie industrielle","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Privy Council Office","funders":"","keywords":"Political science","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00698615,0.000381687,0.0004836689,0.0001058041,0.0007456028,0.00009208951,0.0006637013,0.002094818,0.0008208005],"category_scores_gemma":[0.002635304,0.0004629911,0.0002208216,0.000738838,0.002567692,0.0004702875,0.00007386786,0.001729204,0.0003229596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000494,"about_ca_system_score_gemma":0.005347865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01337531,"about_ca_topic_score_gemma":0.002345366,"domain_scores_codex":[0.9945163,0.00306387,0.0007420236,0.0006984,0.0001380582,0.0008413895],"domain_scores_gemma":[0.9919823,0.006522446,0.0004448413,0.0004804386,0.0001638666,0.0004060976],"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":[0.00002040548,0.0008418147,0.02532414,0.00007441025,0.0002273155,0.00002348394,0.3270402,0.00008896845,0.00005074597,0.5495064,0.007295031,0.08950718],"study_design_scores_gemma":[0.0006324122,0.0001771547,0.01464509,0.000274136,0.0001600651,0.00004740793,0.3264234,0.0001346117,0.0002403702,0.02003616,0.6365118,0.0007173553],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4480007,0.0006210726,0.0001864429,0.02625197,0.002390174,0.0004031357,0.00003745795,0.00008908816,0.5220199],"genre_scores_gemma":[0.8465227,0.001921963,0.005913243,0.0003814939,0.005811805,0.0001232002,0.00004536555,0.00007445366,0.1392058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6292168,"threshold_uncertainty_score":0.9997822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6431128394370507,"score_gpt":0.4258368412219981,"score_spread":0.2172759982150526,"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."}}