{"id":"W7132924279","doi":"","title":"Autobiographical Writing for Adult Newcomer English Language Learners","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vector Institute","funders":"University of Toronto","keywords":"Biography; Class (philosophy); Qualitative research; Language acquisition; Action (physics); Action research; English language; Learner autonomy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003708426,0.0002248263,0.0002952824,0.0004345265,0.002975115,0.002577929,0.0007922782,0.0005523565,0.004871965],"category_scores_gemma":[0.007449297,0.0001483734,0.0002090981,0.0002503789,0.001613033,0.00117024,0.0028554,0.001270623,0.0007039936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001954423,"about_ca_system_score_gemma":0.005265823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007090179,"about_ca_topic_score_gemma":0.0371663,"domain_scores_codex":[0.9986182,0.0007281218,0.00003963585,0.000102586,0.0003038489,0.0002076546],"domain_scores_gemma":[0.9942464,0.002017259,0.0005464369,0.0004187846,0.0008249039,0.00194622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000144845,0.001666678,0.0231167,0.0004508206,0.00001073731,0.001230801,0.8158894,0.00006085929,0.006030063,0.001366419,0.004976992,0.1450556],"study_design_scores_gemma":[0.00005945619,0.001434639,0.03833492,0.000399138,0.00002603512,0.0009177591,0.8530852,0.0001839261,0.005032345,0.0006283955,0.09985869,0.00003955404],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875975,0.0002719479,0.0006380191,0.0008074818,0.00004878612,0.0001546445,0.00003680737,0.00002480442,0.01041998],"genre_scores_gemma":[0.9796896,0.0007573533,0.002626128,0.0002851727,0.00003389354,0.0001761295,0.00008139015,0.00001805488,0.0163324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007090179,"threshold_uncertainty_score":0.01961225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03135899830726433,"score_gpt":0.3413925801983733,"score_spread":0.310033581891109,"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."}}