{"id":"W2980116058","doi":"","title":"The Integration of ePortfolios in Higher Education, and Students’ Perceptions","year":2018,"lang":"en","type":"article","venue":"The Journal of Interactive Learning Research","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College Saint-Jean; University of Alberta","funders":"","keywords":"Technology integration; Perception; Computer science; Higher education; Mathematics education; Educational technology; Electronic learning; Computer-Assisted Instruction; Computer-mediated communication; Distance education; Psychology; Multimedia; Pedagogy; World Wide Web; The Internet","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":[0.006208078,0.0002756234,0.0004104136,0.001313452,0.002274127,0.007077152,0.0009662298,0.001092007,0.00548643],"category_scores_gemma":[0.02678669,0.0003305763,0.0004832681,0.0007768417,0.002288619,0.002670721,0.004359055,0.002775847,0.0005868745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001597753,"about_ca_system_score_gemma":0.003299274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001466769,"about_ca_topic_score_gemma":0.002350797,"domain_scores_codex":[0.9951516,0.001747294,0.0003458453,0.00032324,0.001776141,0.0006558449],"domain_scores_gemma":[0.9785203,0.008904452,0.003493643,0.0008215825,0.002184768,0.006075365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007214536,0.007254805,0.4052768,0.0004665915,0.0001299489,0.000882376,0.4148311,0.0004595043,0.006938681,0.009704998,0.002740149,0.1505935],"study_design_scores_gemma":[0.00008773687,0.001889611,0.3049378,0.0004690816,0.0001466455,0.0009951751,0.6502032,0.001061082,0.003219067,0.003468947,0.03340106,0.0001206252],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934385,0.0001662304,0.0004038826,0.0005197447,0.00003741252,0.00003050072,0.00001111678,0.00001399071,0.005378642],"genre_scores_gemma":[0.9969013,0.0001237256,0.0003809784,0.00009591456,0.00001405491,0.00002382399,0.00001363587,0.000007827046,0.002438719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007077152,"threshold_uncertainty_score":0.03283185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1401118234071367,"score_gpt":0.5740534635470569,"score_spread":0.4339416401399202,"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."}}