{"id":"W2904509948","doi":"","title":"S’instruire, c’est s’enrichir : Le niveau de scolarité joue-t-il un rôle dans l’accès à la classe moyenne au Québec? [To learn is to enrich oneself: Does the level of education play a role in the access to the middle class in Quebec?]","year":2017,"lang":"fr","type":"article","venue":"MPRA Paper","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002909676,0.0002822203,0.000336341,0.00007782377,0.002117074,0.0009248799,0.003951781,0.0002478471,0.0001050772],"category_scores_gemma":[0.001305706,0.0001625448,0.0001397902,0.001453364,0.0006936843,0.001175526,0.0005185438,0.0005112201,0.00007680127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008400071,"about_ca_system_score_gemma":0.005584312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9836381,"about_ca_topic_score_gemma":0.997938,"domain_scores_codex":[0.9963183,0.0009103937,0.000463169,0.000559868,0.0008576082,0.0008906542],"domain_scores_gemma":[0.997639,0.0007227481,0.0003694265,0.0008758958,0.0001481888,0.0002447623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000551144,0.0006772359,0.2832263,0.00002114793,0.00002652445,0.000004788523,0.5581564,0.0003193434,0.0009491672,0.0290489,0.01077347,0.1167415],"study_design_scores_gemma":[0.0001764511,0.00004504189,0.5741944,0.00009364472,0.00001627475,0.000001278664,0.1358049,0.00005457673,0.0001252017,0.001420593,0.2878775,0.0001901202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6946309,0.0003843783,0.00002910432,0.2810089,0.0007518652,0.0007798423,0.00005935719,0.000007706757,0.02234793],"genre_scores_gemma":[0.9656274,0.0001706382,0.0001391637,0.005970262,0.0006020513,0.0002563437,0.000001065316,0.00002152933,0.02721153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4223516,"threshold_uncertainty_score":0.999182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04926585609848239,"score_gpt":0.3160606892828655,"score_spread":0.2667948331843831,"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."}}