{"id":"W2809427491","doi":"10.7939/r3hm5311s","title":"Guidelines of Designing E-Portfolios in Canadian and Chinese Higher Education","year":2018,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01395332,0.0006959905,0.000316167,0.004082474,0.007699187,0.005100557,0.002211133,0.00140382,0.005489792],"category_scores_gemma":[0.02476538,0.000423246,0.0003491978,0.005209952,0.003629692,0.002989097,0.003027312,0.001137522,0.001451058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02879281,"about_ca_system_score_gemma":0.09053754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.557632,"about_ca_topic_score_gemma":0.7665804,"domain_scores_codex":[0.9902315,0.003808148,0.001262327,0.0004674309,0.003224891,0.0010058],"domain_scores_gemma":[0.981186,0.003637631,0.0009106775,0.001211164,0.01098375,0.00207076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001268974,0.0004387108,0.02889215,0.001403773,0.00002007126,0.001740581,0.1748985,0.003527215,0.00689067,0.06849355,0.06500414,0.6485637],"study_design_scores_gemma":[0.00008068266,0.0002424892,0.04016425,0.002080682,0.00005233814,0.0007215837,0.2092529,0.0048429,0.008978303,0.01432962,0.7189369,0.0003172987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5025819,0.004368364,0.133733,0.03187775,0.0005626478,0.01168724,0.001425972,0.001933509,0.3118297],"genre_scores_gemma":[0.623976,0.003528052,0.3151023,0.0016594,0.00003834259,0.00226702,0.0009011985,0.0002101877,0.05231751],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.442368,"threshold_uncertainty_score":0.8899465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02272138941379758,"score_gpt":0.3170477217227393,"score_spread":0.2943263323089417,"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."}}