{"id":"W4402773400","doi":"10.5430/wje.v14n3p66","title":"Strategies Development for Sustainable Development Student’s Career Values Education in Higher Vocational Colleges, Hunan Province","year":2024,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocational education; Career development; Pedagogy; Sustainable development; Psychology; Mathematics education; Higher education; Sociology; Economic growth; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004612771,0.000189072,0.0001762134,0.0008615399,0.00009563494,0.0003103874,0.0001973697,0.0000493406,0.0001013977],"category_scores_gemma":[0.00001948205,0.000186403,0.00004455491,0.000554452,0.0000155954,0.0005552035,0.00001534719,0.0001849847,0.00001268946],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752659,"about_ca_system_score_gemma":0.01366998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005916762,"about_ca_topic_score_gemma":0.00008685402,"domain_scores_codex":[0.9986016,0.00001817222,0.0006576235,0.0001592629,0.0003010203,0.0002622967],"domain_scores_gemma":[0.999209,0.00005825964,0.00008623458,0.00009753845,0.0004453279,0.0001036738],"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":[0.00003253592,0.002045047,0.005189211,0.004345553,0.0004787233,0.00001370388,0.03365579,0.0223258,0.0007462503,0.1213764,0.3996986,0.4100924],"study_design_scores_gemma":[0.0001969671,0.00001761198,0.1300813,0.0006950646,0.00002124399,0.0000135762,0.01238925,0.0001143116,0.001116371,0.00066591,0.8543817,0.0003067399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.868852,0.03863855,0.01100507,0.00335225,0.02884333,0.002747416,0.000003921674,0.0004339496,0.0461235],"genre_scores_gemma":[0.9365785,0.00004861377,0.02223939,0.00005950562,0.000507525,0.0002968822,0.0000423516,0.00004344282,0.0401838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4546831,"threshold_uncertainty_score":0.9919216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134145783267385,"score_gpt":0.2759148203865216,"score_spread":0.2625002420597831,"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."}}