{"id":"W6968374327","doi":"10.5281/zenodo.3371553","title":"The Influence of Occupational Structure on Transfer from College to University Programs in Selected Fields in a Liberal Market Economy","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Apprenticeship; Field (mathematics); Occupational mobility; Vocational education; Higher education","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002943235,0.00004581069,0.00006618377,0.00008514638,0.0005670104,0.00007098245,0.0003225108,0.00003436793,0.002067794],"category_scores_gemma":[0.0001977494,0.00004245294,0.00001471295,0.0005004078,0.00006959973,0.0001144607,0.00007844075,0.0001035046,0.0001350562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001480821,"about_ca_system_score_gemma":0.00002284884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005362071,"about_ca_topic_score_gemma":0.0005890624,"domain_scores_codex":[0.9991886,0.0002504369,0.0001225321,0.0001411051,0.0001633379,0.0001339833],"domain_scores_gemma":[0.9994345,0.00007276742,0.00002124275,0.00007963221,0.0003534649,0.00003836545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004458192,0.0009344696,0.02713849,0.00007141086,0.0001844552,0.000009041349,0.1235451,0.01006409,0.001815586,0.5828288,0.2349527,0.01399766],"study_design_scores_gemma":[0.0003570745,0.0001444521,0.391217,0.00003361145,0.000002187222,4.505798e-7,0.003769601,0.0001104038,0.00005889769,0.001571523,0.6026279,0.0001069607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759701,0.0000032183,0.0000112952,0.002418123,0.00004002442,0.0003107968,0.0001630054,0.00002232385,0.02106104],"genre_scores_gemma":[0.9980281,0.000007273786,0.00003185203,0.0001252639,0.00003938906,3.510499e-8,0.0001740407,0.00003365872,0.001560399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5812573,"threshold_uncertainty_score":0.9988444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03964876331096955,"score_gpt":0.2675997757713101,"score_spread":0.2279510124603405,"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."}}