{"id":"W2022361425","doi":"10.3138/jvme.0711.072r","title":"Predictors of Employer Satisfaction: Technical and Non-technical Skills","year":2011,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Psychology; Social skills; Interpersonal communication; Medical education; Skills management; Applied psychology; Reliability (semiconductor); Social psychology; Clinical psychology; Psychometrics; Medicine; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009904933,0.0001500918,0.0001399024,0.0004662446,0.0002283784,0.0005355965,0.0002287406,0.0004062531,0.005257669],"category_scores_gemma":[0.006258803,0.0001202642,0.0002192536,0.0004626662,0.0002345206,0.0002414663,0.0004847913,0.0004568064,0.000499095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831958,"about_ca_system_score_gemma":0.0004279012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002663897,"about_ca_topic_score_gemma":0.00470734,"domain_scores_codex":[0.9993225,0.0002029332,0.0000645376,0.0000578849,0.0001968622,0.0001552372],"domain_scores_gemma":[0.9914951,0.00314789,0.002812359,0.0001998385,0.0008510509,0.001493737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002350785,0.00006258248,0.9974469,0.000004185533,0.000006130185,0.00001786227,0.00005925404,0.00004597152,0.00007914977,0.000007524252,0.00008247214,0.002164415],"study_design_scores_gemma":[0.000001615277,0.00004540906,0.9994413,0.00000347237,0.000002396385,0.00003000091,0.0001938112,0.0001718674,0.00003260866,0.000007034472,0.00006956182,8.153615e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992132,0.00004270926,0.00007187288,0.0001045891,0.000003363896,0.000004545192,0.00007695524,0.000002089822,0.0004808063],"genre_scores_gemma":[0.9995295,0.0000201744,0.00006065355,0.00001574403,0.000005585335,0.000003264799,0.0001147922,8.70327e-7,0.0002495657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005257669,"threshold_uncertainty_score":0.01758868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2388569254605798,"score_gpt":0.5020958936927399,"score_spread":0.2632389682321601,"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."}}