{"id":"W1504827689","doi":"10.21432/t29g6w","title":"The reality of assessing ‘authentic’ electronic portfolios: Can electronic portfolios serve as a form of standardized assessment to measure literacy and self-regulated learning at the elementary level? / L’évaluation d’e-portfolio «authentiques»","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Mount Saint Vincent University; Bishop's University","funders":"Bishop's University","keywords":"Rubric; Psychology; Literacy; Mathematics education; Kappa; Valuation (finance); Cohen's kappa; Pedagogy; Statistics; Mathematics; Accounting","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006189232,0.0001635151,0.0003340874,0.0005390626,0.00135466,0.0002052906,0.0003006802,0.0001784927,0.0001438216],"category_scores_gemma":[0.001611008,0.0001221531,0.00006987675,0.0008650469,0.0004115714,0.0004405487,0.00005125698,0.001029366,6.911011e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201503,"about_ca_system_score_gemma":0.005336141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01706265,"about_ca_topic_score_gemma":0.04857624,"domain_scores_codex":[0.9969969,0.0009663191,0.0006737059,0.0002205621,0.0004938973,0.0006486603],"domain_scores_gemma":[0.9966925,0.000345186,0.00139578,0.0001869461,0.001159665,0.0002199302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001169116,0.0001003927,0.516257,0.00005577819,0.001105483,0.00001525869,0.05908974,0.0001482161,0.005242175,0.02327181,0.0003801194,0.394217],"study_design_scores_gemma":[0.003494667,0.005000534,0.2531098,0.0009417798,0.001664453,0.0009510362,0.238034,0.001327515,0.01002864,0.1866123,0.2975872,0.001248113],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836153,0.001626678,0.0002563401,0.01274962,0.0001106731,0.0004653357,0.000002056758,0.00002266027,0.001151384],"genre_scores_gemma":[0.9981865,0.0008281426,0.0003444298,0.00003141138,0.00004933157,0.00002104793,0.000005022927,0.00001972681,0.0005143841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3929689,"threshold_uncertainty_score":0.9999455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516754231461816,"score_gpt":0.3503994003896621,"score_spread":0.335231858075044,"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."}}