{"id":"W1576762440","doi":"10.21432/t2h30p","title":"An Electronic Portfolio to Support Learning","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portfolio; Computer science; Context (archaeology); Field (mathematics); Application portfolio management; Educational technology; Electronic portfolio; Knowledge management; Mathematics education; Management science; Project portfolio management; Psychology; Engineering; Systems engineering; Project management; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001182963,0.00006090873,0.0001161033,0.0008176523,0.000591851,0.00007655395,0.0002008725,0.0001390251,0.0003442532],"category_scores_gemma":[0.001635785,0.00006636493,0.00001832922,0.0005327228,0.0001701645,0.0003150472,0.000006255848,0.000888714,0.00002602907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003678858,"about_ca_system_score_gemma":0.002398834,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001899394,"about_ca_topic_score_gemma":0.04752113,"domain_scores_codex":[0.9990265,0.0001737393,0.0001677749,0.0001132755,0.0001071706,0.000411479],"domain_scores_gemma":[0.9990548,0.00005014547,0.0001943366,0.00005877955,0.0002272969,0.0004146071],"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":[0.000007447522,0.00001447715,0.4407155,0.000001404731,0.00002399597,0.00002799611,0.009090952,0.0003494071,0.000530676,0.02034041,0.0004780796,0.5284196],"study_design_scores_gemma":[0.00008000901,0.0006330843,0.001305446,0.000007704427,0.0000121556,0.0001219721,0.0143107,0.00001307575,0.0001260557,0.001329564,0.9819807,0.00007950991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571626,0.0004492297,0.0002589689,0.01659066,0.0001700775,0.00005394218,1.134654e-7,0.00003632497,0.02527815],"genre_scores_gemma":[0.996719,0.0001530418,0.001190494,0.00007342089,0.0002979463,0.000001652281,4.677545e-7,0.000009938419,0.001554021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9815027,"threshold_uncertainty_score":0.9698591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009840110757393999,"score_gpt":0.3473482434112116,"score_spread":0.3375081326538176,"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."}}