{"id":"W7095405493","doi":"","title":"1 STUDENT PERCEPTIONS ON CAREER EDUCATION: A CASE STUDY","year":2002,"lang":"en","type":"article","venue":"","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Perception; Quarter (Canadian coin); Career development; Higher education; Career Pathways","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007081627,0.00007069722,0.0001106152,0.0001515156,0.00082732,0.0001289087,0.0002003222,0.00002122211,0.04316707],"category_scores_gemma":[0.0001682047,0.00005917928,0.00005799606,0.000598265,0.000162539,0.0001203401,0.00003585801,0.0001164447,0.003542999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001985264,"about_ca_system_score_gemma":0.00008939314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007886018,"about_ca_topic_score_gemma":0.03651114,"domain_scores_codex":[0.9974981,0.001220818,0.0001431476,0.0002217183,0.0007204631,0.0001957708],"domain_scores_gemma":[0.9989469,0.0002701804,0.00002456211,0.0002167801,0.0003951785,0.0001463701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002038921,0.00444593,0.08069681,0.000001167741,0.00009338939,0.0001222444,0.7786543,0.0000110723,0.00001293155,0.02481019,0.1054844,0.005665484],"study_design_scores_gemma":[0.0001203301,0.0001746495,0.01941364,0.000002031706,0.00001497061,0.00000404214,0.9580057,0.00004079086,0.00000131555,0.0001054309,0.02202692,0.00009015825],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.679257,0.000030889,0.000050557,0.001512511,0.0000506586,0.0003391299,7.750695e-7,0.00002680299,0.3187317],"genre_scores_gemma":[0.8905774,0.00001062779,0.00005796475,0.0002162141,0.0001447063,0.0001088639,5.772872e-7,0.000003916585,0.1088797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2113205,"threshold_uncertainty_score":0.9987205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3575426652982146,"score_gpt":0.571431202646371,"score_spread":0.2138885373481564,"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."}}