{"id":"W3206562985","doi":"10.1037/stl0000298","title":"Employable skills self-efficacy survey: A validation study.","year":2021,"lang":"en","type":"article","venue":"Scholarship of Teaching and Learning in Psychology","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Psychology; Survey research; Applied psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005976309,0.0004813397,0.0004475346,0.001364892,0.0008048816,0.0005879102,0.0008243254,0.0009080376,0.002222293],"category_scores_gemma":[0.008978268,0.0004194587,0.0008011112,0.0009382738,0.0005885737,0.0005631912,0.001131913,0.001362384,0.001471766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004155108,"about_ca_system_score_gemma":0.0008282402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002359187,"about_ca_topic_score_gemma":0.004343757,"domain_scores_codex":[0.9982613,0.0006759212,0.0001948664,0.0001426079,0.0005848966,0.0001403977],"domain_scores_gemma":[0.989711,0.003904427,0.00137171,0.0009020215,0.002834452,0.001276469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001043233,0.01232224,0.9377789,0.0001383201,0.0001831166,0.0001795734,0.004026331,0.0003913035,0.00490528,0.000490477,0.002021001,0.03652021],"study_design_scores_gemma":[0.000175242,0.00282232,0.9930254,0.00002349594,0.00004219612,0.00009330753,0.0009268432,0.0003357244,0.0007589771,0.00007946035,0.001704539,0.00001245886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947683,0.00005543201,0.0005378358,0.00006678149,0.00002870166,0.0008214221,0.0008743926,0.00001640562,0.002830801],"genre_scores_gemma":[0.9905121,0.0001193676,0.001685002,0.0001862046,0.00003394503,0.001617378,0.002196813,0.00001963052,0.003629623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005976309,"threshold_uncertainty_score":0.03160608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05521091533170797,"score_gpt":0.4314803549839511,"score_spread":0.3762694396522431,"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."}}