{"id":"W1840336382","doi":"10.21432/t2ms41","title":"Towards the mature ePortfolio: Some implications for higher education","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Warrant; Process (computing); Electronic learning; Salient; Pedagogy; Electronic publishing; Educational technology; Psychology; Public relations; Sociology; Knowledge management; Business; Political science; Computer science; The Internet; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01344851,0.0004053448,0.0002872408,0.001278419,0.003116941,0.01010612,0.001772301,0.005005017,0.006478521],"category_scores_gemma":[0.01572393,0.0002495283,0.0004218227,0.001787769,0.01071716,0.01249851,0.003830722,0.005161089,0.001009701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00476332,"about_ca_system_score_gemma":0.007979139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003929647,"about_ca_topic_score_gemma":0.006947591,"domain_scores_codex":[0.9944867,0.003621994,0.0002660684,0.0002424995,0.0009406854,0.0004420027],"domain_scores_gemma":[0.9839526,0.008821102,0.0009828695,0.0008558381,0.003152474,0.002235258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004428546,0.000178789,0.001779837,0.0004041179,0.000005528183,0.0008628945,0.01233706,0.0005075146,0.0002982237,0.8166891,0.01989421,0.1469986],"study_design_scores_gemma":[0.00002436884,0.0002029653,0.0040567,0.001865983,0.000006633724,0.001067133,0.04683867,0.001168564,0.0006460226,0.5120656,0.4319901,0.00006715932],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04054047,0.04466191,0.04560602,0.7198705,0.002386024,0.0003397889,0.00008022092,0.0001917918,0.1463232],"genre_scores_gemma":[0.7172304,0.0703233,0.1067275,0.05670882,0.001933955,0.0007244003,0.0001229626,0.0001222654,0.04610648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01344851,"threshold_uncertainty_score":0.07112336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484237311117939,"score_gpt":0.3706607775245886,"score_spread":0.3458184044134092,"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."}}