{"id":"W4290802321","doi":"10.5430/jct.v11n5p264","title":"Female Engineering Students’ Motivations, Career Decisions, and Decision-Making Processes: A Social Cognitive Career and Motivation Theory","year":2022,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Woosong University","keywords":"Social cognitive theory; Graduation (instrument); Cognitive Information Processing; Stereotype (UML); Career portfolio; Focus group; Psychology; Cognition; Career development; Social psychology; Engineering; Marketing; Business","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002213683,0.00009636031,0.0001733125,0.0002152624,0.001913248,0.0002143653,0.0001382741,0.0000407446,0.00002440595],"category_scores_gemma":[0.002924902,0.00008989851,0.00003676704,0.0001695223,0.00006069774,0.0005011339,0.0002690773,0.0003546182,1.363656e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008731472,"about_ca_system_score_gemma":0.0001176699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005647709,"about_ca_topic_score_gemma":0.00003524731,"domain_scores_codex":[0.9985723,0.0001656931,0.0002320102,0.0001406228,0.0007323898,0.0001569053],"domain_scores_gemma":[0.9983469,0.001103465,0.0002040372,0.00002577353,0.0002345646,0.00008521887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003744281,0.00006835203,0.8641348,0.00001613103,0.00006138512,0.00002191033,0.08877797,0.00001947279,0.000006957554,0.003273313,0.0001357386,0.04344645],"study_design_scores_gemma":[0.001132378,0.00008488397,0.6560672,0.000399381,0.0001384371,0.00005523231,0.3363033,0.00005439726,0.000002275692,0.003548862,0.001941066,0.0002725963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942003,0.0008564472,0.004251142,0.00008417753,0.0001799918,0.0001233496,0.000007245694,0.00001321134,0.0002840957],"genre_scores_gemma":[0.9987537,0.00009854509,0.0008994224,0.00006493782,0.0001506564,0.000003220545,0.00000178727,0.000006524969,0.00002125519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2475253,"threshold_uncertainty_score":0.9993861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02421824533613021,"score_gpt":0.2940661694825885,"score_spread":0.2698479241464583,"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."}}