{"id":"W2140934896","doi":"10.3138/cmlr.60.2.205","title":"What my Students Heard that I Didn't Know I Said: Reflections on Learner Feedback in a Spanish Composition Course","year":2003,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rubric; Composition (language); Professionalization; Contradiction; Psychology; Pedagogy; Mathematics education; Focus group; Sociology; Linguistics","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":[0.01173651,0.000952916,0.001074408,0.001533419,0.004597486,0.003543323,0.001537492,0.002320633,0.001471131],"category_scores_gemma":[0.05502974,0.0004568462,0.0004447056,0.0007004861,0.00291928,0.001704626,0.002715622,0.003183966,0.0006634235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002073988,"about_ca_system_score_gemma":0.001690878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003712059,"about_ca_topic_score_gemma":0.00703672,"domain_scores_codex":[0.9898066,0.006602401,0.0003457635,0.0006489703,0.001884079,0.0007121395],"domain_scores_gemma":[0.9539096,0.03466448,0.002983106,0.000962665,0.005287336,0.002192816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002558725,0.0004556738,0.009952341,0.0001711939,0.00002389715,0.003226992,0.9425736,0.0001636561,0.007757773,0.0002356347,0.001505512,0.03367782],"study_design_scores_gemma":[0.00004991765,0.001535627,0.02887447,0.0003225439,0.00006136574,0.002518035,0.9203942,0.0009746553,0.01174103,0.000530551,0.03284445,0.0001531097],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951475,0.0001683812,0.001059273,0.0008866987,0.00006921931,0.00004862715,0.00002632461,0.00005147123,0.002542529],"genre_scores_gemma":[0.9922569,0.0002931026,0.001347131,0.0004141715,0.0000625886,0.0000572242,0.00004811088,0.00009593336,0.005424957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01173651,"threshold_uncertainty_score":0.06206936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03928099795653256,"score_gpt":0.29295326479436,"score_spread":0.2536722668378274,"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."}}