{"id":"W7018513866","doi":"","title":"Does self-assessment with specific criteria enhance graduate level ESL students' writing?","year":2007,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Control (management); English as a second language; Graduate students; Qualitative research; Second language; Language proficiency; Note-taking","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004250537,0.001288074,0.00124079,0.0006195357,0.004226718,0.001073065,0.002362818,0.0009724305,0.001170274],"category_scores_gemma":[0.0001283136,0.001036244,0.0004481382,0.001321762,0.0002342895,0.001461794,0.0002593536,0.002249275,0.0003915878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00237771,"about_ca_system_score_gemma":0.0003145363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282851,"about_ca_topic_score_gemma":0.01230542,"domain_scores_codex":[0.9888701,0.0008204211,0.001437111,0.002007363,0.004993371,0.001871571],"domain_scores_gemma":[0.9954518,0.0005115633,0.001204703,0.0009644658,0.001192018,0.0006754584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003227951,0.01098732,0.04308617,0.00246035,0.006198724,0.002212111,0.00693187,0.00000794597,0.04143293,0.5039011,0.0008380643,0.3787155],"study_design_scores_gemma":[0.006414122,0.001208089,0.3939981,0.003413143,0.001626451,0.00001545055,0.08174358,0.000004969377,0.02828393,0.01695392,0.4571663,0.00917194],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.796476,0.0001300497,0.000001812341,0.00006115337,0.003941431,0.001603698,0.0004030512,0.0006002862,0.1967825],"genre_scores_gemma":[0.9607446,0.001741521,0.005782857,0.0002545587,0.0006002411,0.0002877708,0.0006896867,0.0002887142,0.02961005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4869471,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03969667566074656,"score_gpt":0.3751141077246522,"score_spread":0.3354174320639056,"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."}}