{"id":"W2913155161","doi":"10.1016/j.ssresearch.2019.02.005","title":"Trajectories through postsecondary education and students’ life course transitions","year":2019,"lang":"en","type":"article","venue":"Social Science Research","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Life course approach; Career Pathways; Educational attainment; Spouse; Socioeconomic status; Normative; Psychology; Postsecondary education; National Longitudinal Surveys; Perspective (graphical); Longitudinal study; Dual enrollment; Developmental psychology; Higher education; Medical education; Mathematics education; Sociology; Demographic economics; Demography; Medicine; Political science; Population","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":[0.001776708,0.0002915579,0.0004431266,0.001839394,0.002127497,0.003006282,0.001211922,0.001275594,0.009645433],"category_scores_gemma":[0.008670558,0.0004148196,0.001169917,0.002368999,0.0004556467,0.002795013,0.004325622,0.002756424,0.001567196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001937631,"about_ca_system_score_gemma":0.004184562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.121757,"about_ca_topic_score_gemma":0.1697501,"domain_scores_codex":[0.9989548,0.000132275,0.00007101431,0.0001675733,0.0001060746,0.0005682947],"domain_scores_gemma":[0.9906278,0.001010683,0.002287202,0.0002732807,0.001149114,0.00465194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003532084,0.0002250267,0.9883361,0.00002439926,0.00006760014,0.00004579842,0.001588296,0.0002323752,0.00009522144,0.0005999251,0.001460444,0.006971422],"study_design_scores_gemma":[0.000004110817,0.00006910679,0.9950146,0.00003412448,0.00001324192,0.00002713262,0.003193364,0.0002620234,0.00006905699,0.0001907925,0.001110987,0.00001158467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933652,0.0003775517,0.0001855639,0.0008460925,0.00003600956,0.00002219331,0.00330954,0.00002246156,0.00183531],"genre_scores_gemma":[0.9944152,0.0002155817,0.00008634364,0.00007415958,0.00001410004,0.00002652728,0.002483156,0.000008447869,0.002676529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.121757,"threshold_uncertainty_score":0.2420966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07277343431864465,"score_gpt":0.5411583154439185,"score_spread":0.4683848811252738,"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."}}