{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001342151,0.0001241171,0.0003200786,0.0003582335,0.00002588344,0.000007679611,0.0002731975,0.0001209233,0.0003949254],"category_scores_gemma":[0.00006769847,0.00010682,0.00003847184,0.0003702349,0.00001611315,0.00007785724,0.00002556307,0.0006758717,0.000042246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007192308,"about_ca_system_score_gemma":0.0001023811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008983564,"about_ca_topic_score_gemma":0.00001144858,"domain_scores_codex":[0.9986735,0.0001168242,0.0005406687,0.0001187778,0.0003011118,0.0002491263],"domain_scores_gemma":[0.9993414,0.0002661452,0.0002056154,0.00009271645,0.00005034688,0.00004375575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002771727,0.0002132825,0.9430271,0.00008073546,0.00008641862,0.00001976009,0.04964816,0.001508429,0.001613998,0.0005650837,0.000009094599,0.002950781],"study_design_scores_gemma":[0.00105074,0.000453926,0.9871815,0.0005654178,0.000004035072,0.00003432525,0.0002593954,0.0001708915,0.01008328,0.00006317134,0.00002828056,0.0001049838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986168,0.00007615997,0.00004121532,0.00001344852,0.0004127993,0.0001999278,0.000002030526,0.000007145517,0.0006305176],"genre_scores_gemma":[0.9993231,0.00001755803,0.000529295,0.00002591572,0.00003090905,0.000004476544,0.000002795987,0.00001016416,0.00005573197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04938877,"threshold_uncertainty_score":0.4355994,"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."}}