{"id":"W567161001","doi":"10.2307/4126460","title":"Literacy Research Methodologies","year":2005,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Reading and Literacy Development","field":"Psychology","cited_by":238,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Mathematics education; Psychology; Sociology; Pedagogy","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":[0.01702568,0.001339883,0.001667848,0.009613473,0.003442894,0.006619327,0.002926806,0.002433257,0.06450544],"category_scores_gemma":[0.03450849,0.001376795,0.001111511,0.01337613,0.003171775,0.005252006,0.004687808,0.004332522,0.04130008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004280389,"about_ca_system_score_gemma":0.008389703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003806309,"about_ca_topic_score_gemma":0.008107354,"domain_scores_codex":[0.986751,0.006691907,0.002089283,0.001320146,0.002854417,0.0002931528],"domain_scores_gemma":[0.9663729,0.01863378,0.001334664,0.003581665,0.008730592,0.001346315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003053547,0.00009716766,0.0008573214,0.003553276,0.00002702206,0.0001842955,0.005048678,0.0001897334,0.0005418274,0.1177997,0.4936217,0.3780488],"study_design_scores_gemma":[0.000008448274,0.0000192164,0.0005802863,0.001874038,0.000007314719,0.0001773053,0.001638815,0.00007288638,0.0001058363,0.02869488,0.9668078,0.00001310287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001721715,0.08873639,0.3635381,0.03953182,0.008029746,0.01107785,0.01952794,0.005241885,0.4625946],"genre_scores_gemma":[0.01734826,0.0840831,0.6839542,0.01440221,0.003311479,0.02660006,0.01394858,0.002382095,0.1539699],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06450544,"threshold_uncertainty_score":0.2157922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2304186841505786,"score_gpt":0.4650727633256254,"score_spread":0.2346540791750468,"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."}}