{"id":"W1986440970","doi":"10.1080/13636820100200175","title":"Career counselling as life career integration","year":2001,"lang":"en","type":"article","venue":"Journal of Vocational Education and Training","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Career counseling; Relevance (law); Context (archaeology); Psychology; Cognitive Information Processing; Career development; Medical education; Pedagogy; Applied psychology; Medicine; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007363841,0.0000540064,0.00008755104,0.0001412394,0.0003281966,0.0001011061,0.00009050724,0.00004665384,0.0003133382],"category_scores_gemma":[0.000344959,0.00005297926,0.00003988562,0.0001839041,0.00006815565,0.0003989592,0.000004273009,0.0001077035,0.000009501131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008760999,"about_ca_system_score_gemma":0.002170013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002379725,"about_ca_topic_score_gemma":0.0001875681,"domain_scores_codex":[0.9991595,0.00004731437,0.0002035569,0.0000710245,0.0004184673,0.0001001058],"domain_scores_gemma":[0.9987538,0.00009667112,0.0001747182,0.00003123443,0.0007728243,0.0001706799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007215422,0.0001753708,0.03973916,0.000008550406,0.00007750209,0.000004860195,0.4165003,0.00002768072,0.0001115756,0.1099379,0.01209885,0.4212461],"study_design_scores_gemma":[0.000619003,0.00006695504,0.1799592,0.0001367148,0.00007508171,0.00009516752,0.3757228,0.0000354669,0.0000315507,0.01443695,0.4285606,0.0002604896],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9021822,0.00117129,0.002668284,0.01171571,0.001810557,0.00009608429,0.000001385949,0.00001677835,0.0803377],"genre_scores_gemma":[0.9952318,0.0005785275,0.001139543,0.0008639826,0.0007282903,0.000001332844,0.000008950105,0.000003326754,0.001444265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4209856,"threshold_uncertainty_score":0.3849509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100052381609146,"score_gpt":0.3373889504412362,"score_spread":0.2373365688320902,"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."}}