{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002318092,0.0002239734,0.0002350381,0.002320803,0.002723859,0.003565494,0.0004758636,0.000444535,0.00679967],"category_scores_gemma":[0.005843719,0.0001565556,0.0001987883,0.002945541,0.002741784,0.001790236,0.002016207,0.0005219255,0.0004865062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004221866,"about_ca_system_score_gemma":0.003944318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1451727,"about_ca_topic_score_gemma":0.1918861,"domain_scores_codex":[0.9985468,0.0003380205,0.00006163764,0.0002190778,0.000393571,0.0004409304],"domain_scores_gemma":[0.9951047,0.001497421,0.0009137834,0.0004117032,0.001319652,0.0007527441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001888491,0.0000523507,0.6177523,0.0002166765,0.00007589081,0.0006843452,0.1419049,0.001168987,0.005464209,0.1076794,0.001969584,0.1228425],"study_design_scores_gemma":[0.000009174865,0.0001551027,0.8478801,0.0001442728,0.00003234343,0.0005253038,0.08434226,0.0008360911,0.0007351514,0.005785632,0.05949881,0.0000557741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693484,0.0005252024,0.001491453,0.0004419624,0.000007621061,0.00001943053,0.0001602012,0.0000136578,0.02799214],"genre_scores_gemma":[0.9947648,0.0001309945,0.0003801351,0.00001259055,0.000002514711,0.00000582645,0.0000655289,0.000004749799,0.004632849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1451727,"threshold_uncertainty_score":0.2886555,"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."}}