{"id":"W4402110496","doi":"10.55016/ojs/jet.v29i1.52382","title":"Diverging Pathways: Social Structures and Career Deflections","year":2018,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Career Pathways; Psychology; Sociology; Engineering; Industrial engineering","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":[0.001809118,0.0001290318,0.0001957641,0.00179439,0.002218287,0.00323443,0.0005135207,0.0008230779,0.01991482],"category_scores_gemma":[0.01595549,0.0001727207,0.0002200184,0.0014108,0.002095512,0.001897908,0.003075819,0.001332239,0.0008416958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068309,"about_ca_system_score_gemma":0.001384566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00299476,"about_ca_topic_score_gemma":0.005655555,"domain_scores_codex":[0.9992074,0.000307261,0.00002703143,0.0001068643,0.000105788,0.0002455993],"domain_scores_gemma":[0.9936916,0.002793702,0.0006708978,0.0003652056,0.0007589374,0.001719694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001478991,0.0005326194,0.6134345,0.0001433381,0.00007186062,0.0005587941,0.050623,0.001891872,0.003675869,0.2126823,0.002588947,0.112318],"study_design_scores_gemma":[0.0001292239,0.0003482241,0.7109104,0.000188649,0.00006178427,0.0004034204,0.1010807,0.0040872,0.0006369912,0.1731113,0.008989881,0.00005231586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809831,0.0001759451,0.001146256,0.001314933,0.00001706526,0.00001649162,0.00008828564,0.00001374742,0.01624422],"genre_scores_gemma":[0.9988679,0.00005684737,0.0002024777,0.0000369898,0.000003880228,0.000006795253,0.00003153874,0.000003931584,0.0007896834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01991482,"threshold_uncertainty_score":0.06662166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07435696833231605,"score_gpt":0.3863168143300394,"score_spread":0.3119598459977234,"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."}}