{"id":"W2208640721","doi":"","title":"Supporting self-assessment in a competency approach to learning","year":2005,"lang":"en","type":"article","venue":"R-libre (Université Téluq)","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Process (computing); Self-assessment; Computer science; Object (grammar); Knowledge management; Competency assessment; Psychology; Artificial intelligence; Medical education; Pedagogy; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001858442,0.0002238682,0.0003249173,0.0002904478,0.0003033575,0.00003751092,0.0003739364,0.0001478608,0.0004851618],"category_scores_gemma":[0.00003618155,0.000255152,0.00008688044,0.0009984097,0.00002850029,0.0002126517,0.0001604894,0.001239051,0.0002743951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003561933,"about_ca_system_score_gemma":0.0001319378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001980531,"about_ca_topic_score_gemma":0.00001654799,"domain_scores_codex":[0.9971956,0.001084544,0.0002909725,0.000552563,0.0002285444,0.0006477578],"domain_scores_gemma":[0.999155,0.000164318,0.0001837879,0.000307567,0.00006011885,0.0001291818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007291244,0.0007660898,0.1026388,0.00003085333,0.0001208782,0.00009082362,0.06006887,0.002970336,0.00138657,0.03878715,0.001719148,0.7913476],"study_design_scores_gemma":[0.001277448,0.0001928377,0.8325924,0.00003142513,0.00002357768,0.00003863612,0.007898329,0.004198285,0.00001789963,0.00008924584,0.1532538,0.0003860815],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7948866,0.00003733154,0.02206053,0.001336155,0.000160689,0.0002232945,0.000001300236,0.0003703817,0.1809237],"genre_scores_gemma":[0.8767895,0.000001339941,0.1133724,0.0003504232,0.0001542298,0.00000870898,0.00001805871,0.00003866497,0.00926667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7909615,"threshold_uncertainty_score":0.99999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02013223772725692,"score_gpt":0.3438892697237121,"score_spread":0.3237570319964552,"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."}}