{"id":"W2133736239","doi":"10.5539/res.v3n1p85","title":"Social Skills for Successful Career Development","year":2011,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptability; Flexibility (engineering); Human resources; Scale (ratio); Career development; Social skills; Psychology; Empirical research; Public relations; Selection (genetic algorithm); Skills management; Business; Management; Pedagogy; 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":[0.001810729,0.00006936483,0.0002386017,0.00001600028,0.0003363566,0.00000462819,0.0001778238,0.00001004843,0.0001326384],"category_scores_gemma":[0.0005842443,0.00005535746,0.00008445112,0.0001202472,0.0002187992,0.00004843725,0.00004976137,0.00002679584,0.00006662354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004438117,"about_ca_system_score_gemma":0.00009526019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002692286,"about_ca_topic_score_gemma":0.00006689838,"domain_scores_codex":[0.9989541,0.0003197584,0.0002974406,0.0001273065,0.0001540898,0.0001472693],"domain_scores_gemma":[0.9992805,0.0000724459,0.0001201893,0.00008848101,0.0004005716,0.0000378149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008501859,0.0004997417,0.05306946,0.01201663,0.000359944,0.000001441923,0.4664456,8.078366e-9,0.00000385147,0.02163818,0.2057566,0.2402],"study_design_scores_gemma":[0.00005743899,0.00001107884,0.05115665,0.0007034267,0.00003348185,4.298285e-8,0.002127648,1.009411e-9,0.00002955266,0.000156607,0.9456398,0.0000842745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0938298,0.2778144,0.0001219814,0.006765601,0.001516086,0.002393313,0.00001574586,0.0001940159,0.6173491],"genre_scores_gemma":[0.7803362,0.1891599,0.01283835,0.003265707,0.001198317,0.0001755352,0.00001144948,0.0000524903,0.01296204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7398832,"threshold_uncertainty_score":0.2587017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2017044841076799,"score_gpt":0.4261630637243989,"score_spread":0.224458579616719,"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."}}