{"id":"W3199421865","doi":"","title":"Introducing a Language Portfolio to Motivate High School Students","year":2005,"lang":"en","type":"article","venue":"Le Simplegadi","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Learner autonomy; Portfolio; Foreign language; Language education; Language assessment; Pedagogy; Metacognition; Language acquisition; Vocational education; Psychology; Mathematics education; Sociology; Comprehension approach; Cognition","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001002686,0.00009945807,0.0001219272,0.0001345629,0.0004242206,0.0002441292,0.0004529697,0.00005830017,0.001060878],"category_scores_gemma":[0.001871518,0.0001064466,0.00003537887,0.0005206915,0.00004991441,0.0008125846,0.00009577575,0.0001908214,0.0008452794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004444692,"about_ca_system_score_gemma":0.0002847647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01524599,"about_ca_topic_score_gemma":0.00448544,"domain_scores_codex":[0.9983858,0.000233965,0.0001869738,0.0003164767,0.0004870848,0.0003896309],"domain_scores_gemma":[0.9991286,0.0001276241,0.0001024648,0.0002999585,0.00009595849,0.0002453573],"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":[0.0001042669,0.001057794,0.3822658,0.00001963453,0.0001843665,0.00002645248,0.1935443,0.001184517,0.01287665,0.0700364,0.08613973,0.2525601],"study_design_scores_gemma":[0.0003391097,0.00004344722,0.1258662,0.00001420929,0.00001842436,0.000002010679,0.01365776,0.000008479038,0.002780677,0.001018479,0.8559908,0.0002603397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8868726,0.00005116005,0.0004087561,0.01215149,0.0005662675,0.0003374643,0.000002265157,0.0001095324,0.09950049],"genre_scores_gemma":[0.9783863,0.0000156061,0.006267889,0.001768249,0.002558351,0.00003845899,0.00000450524,0.0000183147,0.0109423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7698511,"threshold_uncertainty_score":0.9999327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512388281915037,"score_gpt":0.3962039227962576,"score_spread":0.3810800399771072,"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."}}