{"id":"W2208883459","doi":"10.2139/ssrn.2230799","title":"A Structural Model of Educational Attainment in Canada","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Attendance; Percentage point; Demography; Educational attainment; Demographic economics; Standard deviation; Affect (linguistics); Psychology; Economics; Statistics; Mathematics; Economic growth; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004560946,0.00005132485,0.00007970389,0.00004002678,0.0002045988,0.00001398513,0.0001308486,0.00001584117,0.0003294919],"category_scores_gemma":[0.0001031879,0.0000450494,0.00002823547,0.0000832757,0.0000411022,0.0001416675,0.00001099616,0.0002698076,0.000005111369],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003691143,"about_ca_system_score_gemma":0.02990833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9419582,"about_ca_topic_score_gemma":0.9943082,"domain_scores_codex":[0.9986389,0.00006190535,0.0002212099,0.00006624471,0.0003222831,0.0006895024],"domain_scores_gemma":[0.9995801,0.00007050177,0.00008192017,0.00003293836,0.000190181,0.00004437691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003629769,0.00001931309,0.04785678,0.000001783666,0.0000300921,2.575213e-8,0.001890889,0.003342543,0.00005148313,0.9447714,0.001371475,0.0006605641],"study_design_scores_gemma":[0.0001227889,0.0000172195,0.02228933,0.000007774887,0.000004040331,0.000003529216,0.03488456,0.002442577,0.00001664054,0.9399402,0.0001714285,0.00009989],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684865,0.0003385499,0.00004480858,0.02885542,0.0002115015,0.00007085521,0.000003165687,7.81741e-7,0.001988383],"genre_scores_gemma":[0.995734,0.0002259274,0.00009258303,0.0001849279,0.0002380336,0.00001319777,0.000003428382,0.000002644273,0.003505243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05235004,"threshold_uncertainty_score":0.9755912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02318775956780093,"score_gpt":0.2957412607856506,"score_spread":0.2725535012178497,"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."}}