{"id":"W2794462495","doi":"10.4000/socio-logos.3231","title":"Concours CNRS : les CV contre les projets de recherche ?","year":2018,"lang":"fr","type":"article","venue":"Socio-logos","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Humanities; Physics; Political science; 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","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.01026462,0.0002583007,0.0003223347,0.00005990018,0.002378388,0.00008153832,0.0004932475,0.001260303,0.001616524],"category_scores_gemma":[0.004271146,0.0002745971,0.0001905007,0.0003995331,0.0102291,0.0002554001,0.00004382521,0.0008419239,0.0003579567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009283356,"about_ca_system_score_gemma":0.002341294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005480594,"about_ca_topic_score_gemma":0.001235074,"domain_scores_codex":[0.992942,0.005045856,0.0003668394,0.0004664709,0.0003304419,0.0008483358],"domain_scores_gemma":[0.9940944,0.004600885,0.0002625913,0.0002259951,0.0005764054,0.0002397325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001018437,0.0002166761,0.07442512,0.00006612474,0.0001710307,0.000002202313,0.3717517,0.000001398005,0.0002573812,0.3983677,0.04196928,0.1127612],"study_design_scores_gemma":[0.0005010455,0.0001686218,0.01659735,0.000146837,0.0001122933,0.000005621141,0.5823075,0.00003279603,0.0001028846,0.1111971,0.2884055,0.0004224215],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5732823,0.007757501,0.001036155,0.2305905,0.007734717,0.000777144,0.00005638241,0.0002354123,0.1785299],"genre_scores_gemma":[0.9133528,0.002275661,0.0094875,0.001823192,0.01322932,0.00009700889,0.00003118971,0.00004004263,0.05966322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3400705,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6250590010368829,"score_gpt":0.5595376721347749,"score_spread":0.06552132890210804,"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."}}