{"id":"W4321786350","doi":"10.5430/jct.v12n1p310","title":"Generic Competences in Peruvian University Students","year":2023,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Educational Research and Science Teaching","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public university; Higher education; Medical education; Interpersonal communication; Psychology; Competence (human resources); Sample (material); Mathematics education; Pedagogy; Medicine; Political science; Social psychology","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":[0.001540064,0.00004992469,0.0001011611,0.00006655981,0.0002350429,0.00007122696,0.0002910768,0.00002141751,0.00002425214],"category_scores_gemma":[0.000171269,0.00001950043,0.00004150488,0.0002734849,0.00003560069,0.0002800776,0.00006880752,0.000270616,0.000005094559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002874476,"about_ca_system_score_gemma":0.0000173531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000279945,"about_ca_topic_score_gemma":0.0002191175,"domain_scores_codex":[0.999069,0.0001637882,0.0001368614,0.00008927645,0.0003652131,0.0001758144],"domain_scores_gemma":[0.999574,0.0001743875,0.00008298555,0.00001459196,0.00003608707,0.0001179658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004295455,0.00008167789,0.9479303,0.000002721221,0.000004297349,0.00004493346,0.0005815132,0.00001588882,0.005966391,0.0007675238,0.0002739216,0.04432659],"study_design_scores_gemma":[0.0001057266,0.0001186871,0.9812529,0.00003883554,0.000002328786,0.00002562122,0.01336154,0.0002680491,0.000007240968,0.0003336815,0.004428329,0.00005705012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979278,0.00007654144,0.000002135212,0.001366514,0.00008915693,0.00003184152,0.00000119807,0.000008277162,0.0004965234],"genre_scores_gemma":[0.9994942,0.0001141341,0.0001028322,0.00002730197,0.0001232606,1.435467e-7,0.000001452687,2.44788e-7,0.0001364353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04426954,"threshold_uncertainty_score":0.1807784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03090106723933116,"score_gpt":0.2974306831573661,"score_spread":0.266529615918035,"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."}}