{"id":"W2995922468","doi":"","title":"Effect of Soft Skill Training on Competency Development of Students in Selected Private Engineering Colleges in Chennai City","year":2019,"lang":"en","type":"article","venue":"Think India Journal","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soft skills; Teamwork; Skills management; Curriculum; Multinational corporation; Psychology; Personality; Medical education; Multidisciplinary approach; Vocational education; Engineering; Pedagogy; Management; Business; Political science; Medicine; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003106768,0.0003242429,0.0002336207,0.0007341837,0.001347458,0.001122463,0.0005900132,0.0005283646,0.003599337],"category_scores_gemma":[0.001297111,0.0002048326,0.0003833835,0.0004988465,0.000636922,0.0002982782,0.001048326,0.0008410412,0.000662192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419,"about_ca_system_score_gemma":0.002035669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06126014,"about_ca_topic_score_gemma":0.1357847,"domain_scores_codex":[0.99945,0.00007864742,0.00004214039,0.00007873432,0.0001093881,0.0002409755],"domain_scores_gemma":[0.9974905,0.0001509625,0.0002707057,0.0000586843,0.0004599807,0.001569083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005588721,0.003692895,0.9616995,0.00008616393,0.0000740353,0.0008298384,0.00777372,0.0003068725,0.002795299,0.0001259395,0.0008967016,0.02116005],"study_design_scores_gemma":[0.000013768,0.0007870891,0.9912169,0.00001719916,0.0000155468,0.0000631096,0.006486612,0.0001528446,0.0004413669,0.00002789272,0.0007625154,0.00001521377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999189,0.00003474099,0.000007132314,0.00005938952,0.000003827401,0.00001053915,0.00003087191,0.000002641316,0.0006619005],"genre_scores_gemma":[0.9989923,0.00003761474,0.00001649479,0.00002957973,0.000001994005,0.000005135056,0.00003515612,0.000001072078,0.0008807179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06126014,"threshold_uncertainty_score":0.1218071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01848828655840426,"score_gpt":0.3182241928951256,"score_spread":0.2997359063367213,"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."}}