{"id":"W1926011138","doi":"10.1002/j.0022-0337.2008.72.11.tb04615.x","title":"Quantitative and Qualitative Analysis of Student Feedback on ePortfolio Learning","year":2008,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Electronic portfolio; Lifelong learning; Psychology; Qualitative property; Qualitative research; Medical education; Mathematics education; Pedagogy; Computer science; Medicine; Sociology","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":[0.01922378,0.0005012474,0.0007070589,0.003701048,0.001395406,0.001266665,0.0007405332,0.0006597599,0.002602791],"category_scores_gemma":[0.0638299,0.0001987131,0.0004256111,0.002228348,0.001848642,0.0008411847,0.001707773,0.000756771,0.0005378049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00211862,"about_ca_system_score_gemma":0.002119505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001843497,"about_ca_topic_score_gemma":0.002634594,"domain_scores_codex":[0.9787497,0.01182048,0.001343437,0.001107144,0.005705136,0.001274128],"domain_scores_gemma":[0.8661734,0.08603118,0.008058076,0.002393746,0.03471647,0.002627056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001646111,0.001858419,0.1389091,0.001699187,0.00008316547,0.0008209351,0.5761946,0.001344124,0.03918251,0.00104339,0.003177585,0.2340408],"study_design_scores_gemma":[0.0001206241,0.005172408,0.357842,0.0009987097,0.00009877934,0.0007115552,0.5506137,0.004308034,0.05194308,0.001801821,0.02600029,0.0003890228],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887947,0.00007417929,0.006273579,0.0002100685,0.0000261933,0.0006809382,0.0005971816,0.00005931667,0.003283882],"genre_scores_gemma":[0.9864076,0.0001239658,0.008176073,0.0001465984,0.00001887881,0.001711777,0.0003582049,0.00003734163,0.003019508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01922378,"threshold_uncertainty_score":0.1016663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08169022852258136,"score_gpt":0.5320431257795736,"score_spread":0.4503528972569922,"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."}}