{"id":"W1490351294","doi":"","title":"The efficacy of eportfolios : an experiment with pupils and student teachers from Canada","year":2007,"lang":"en","type":"article","venue":"","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec; Université de Montréal","funders":"","keywords":"Library science; Web site; Table (database); Sociology; Medical education; Pedagogy; Media studies; The Internet; Computer science; Medicine; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008323548,0.0008672928,0.001230732,0.0007723321,0.009870148,0.003777807,0.002614067,0.002104619,0.005009158],"category_scores_gemma":[0.0195805,0.001024397,0.0005080066,0.0009995741,0.004081246,0.001567987,0.00201798,0.002362281,0.00088741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009943467,"about_ca_system_score_gemma":0.02777565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5927968,"about_ca_topic_score_gemma":0.7268766,"domain_scores_codex":[0.9959283,0.0009116461,0.0001904163,0.0006655376,0.001347017,0.0009569197],"domain_scores_gemma":[0.9776144,0.01143383,0.001277803,0.001329366,0.004729914,0.003614685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02584273,0.1535648,0.05553298,0.00096556,0.0002434031,0.0008576876,0.5742189,0.001435321,0.02458689,0.003715419,0.006313432,0.1527229],"study_design_scores_gemma":[0.02480621,0.1236193,0.3695147,0.0009373947,0.001063856,0.0002925307,0.3901589,0.006517898,0.02624054,0.004098499,0.05181475,0.0009355063],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966293,0.00002948368,0.0001036081,0.0001043092,0.00001320543,0.0004060939,0.00003971847,0.00001325038,0.002661013],"genre_scores_gemma":[0.9841996,0.0001627726,0.001494655,0.0002068071,0.00001407202,0.0009449251,0.0001206391,0.00003261046,0.01282387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4072032,"threshold_uncertainty_score":0.8192026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285431838004114,"score_gpt":0.4069181643646701,"score_spread":0.3840638459846289,"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."}}