{"id":"W2100745673","doi":"10.3917/grh.144.0075","title":"La « qualité » des carrières des cadres français","year":2015,"lang":"fr","type":"article","venue":"GRH","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Employment and Social Development Canada","funders":"","keywords":"Carrion; Humanities; Diversification (marketing strategy); Political science; Philosophy; Business","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003484195,0.0001216316,0.0001526233,0.00004042371,0.0006384374,0.00006182089,0.0002257086,0.0002369791,0.000198452],"category_scores_gemma":[0.002017584,0.0001247779,0.00007344338,0.0002846375,0.005375269,0.0002805856,0.00002464855,0.0001743185,0.0003083037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001207034,"about_ca_system_score_gemma":0.000473795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02396369,"about_ca_topic_score_gemma":0.004078965,"domain_scores_codex":[0.9975318,0.001454315,0.0001984074,0.000201377,0.0002467701,0.000367336],"domain_scores_gemma":[0.9979149,0.001411856,0.00007263936,0.0001219276,0.0002435297,0.0002351173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002069449,0.0000663822,0.1355533,0.00003485324,0.00003565261,0.000001265726,0.5964069,0.00001033447,0.00000682238,0.2416167,0.005651625,0.02061411],"study_design_scores_gemma":[0.0001780466,0.00004225655,0.1433832,0.00006738646,0.00003149985,0.000004692924,0.4402324,0.00000453746,0.00001505176,0.09149121,0.3243695,0.0001802643],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8814242,0.01999966,0.0001009468,0.005440667,0.00279266,0.00008302405,0.0000208511,0.00005599328,0.09008197],"genre_scores_gemma":[0.9832711,0.0009658869,0.002412914,0.0002211314,0.003095974,0.00002098823,0.0000143239,0.00001386781,0.009983782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3187178,"threshold_uncertainty_score":0.9973316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4958798992009777,"score_gpt":0.510350428748306,"score_spread":0.0144705295473283,"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."}}