{"id":"W7132980218","doi":"","title":"The impact of a tutoring program on teachers' development as literacy teachers","year":2004,"lang":"","type":"dissertation","venue":"TSpace","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliographical Society of Canada; University of Toronto","funders":"","keywords":"Practicum; Literacy; Context (archaeology); Reading (process); General partnership; Reflection (computer programming); Qualitative research; Perception","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001356658,0.0005585149,0.0004899473,0.0001406837,0.001538989,0.0005690343,0.0007365521,0.0003899409,0.0003609109],"category_scores_gemma":[0.001094423,0.0003576079,0.0004956737,0.0006502271,0.0003269035,0.0003380518,0.00004211299,0.0006651224,0.0001467586],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002630344,"about_ca_system_score_gemma":0.008813269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06039085,"about_ca_topic_score_gemma":0.001023929,"domain_scores_codex":[0.9961718,0.0002148135,0.0008093285,0.0004963268,0.00141537,0.0008924034],"domain_scores_gemma":[0.9974665,0.0002930299,0.0009134468,0.0003653522,0.0006287875,0.0003328702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001199338,0.0007046138,0.000443007,0.00005144343,0.0002833532,0.000001157628,0.8131361,0.0001109431,0.00004594953,0.01196924,0.0002690584,0.1728652],"study_design_scores_gemma":[0.0005079973,0.001274768,0.05976151,0.001374923,0.00006852915,0.000001778502,0.7442043,0.000007901315,0.0007430361,0.002333904,0.188947,0.000774355],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8848829,0.001037581,8.029901e-7,0.0004472383,0.0009824754,0.00100973,0.000003724471,0.00005337072,0.1115821],"genre_scores_gemma":[0.9002801,0.0004659555,0.000370638,0.00002582974,0.0003481685,0.0002284161,0.0001311362,0.00003890039,0.09811091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1886779,"threshold_uncertainty_score":0.9998876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04880234871720455,"score_gpt":0.4999559906742251,"score_spread":0.4511536419570206,"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."}}