{"id":"W3174688746","doi":"","title":"Living Literacies: Literacy for social change","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Literacy; Sociology; Critical literacy; Pedagogy; Psychology","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00235743,0.0001905876,0.0005299689,0.0003822984,0.00120646,0.003963522,0.001507642,0.000135968,0.01237286],"category_scores_gemma":[0.001162445,0.0001936768,0.0002696091,0.001200677,0.0001319482,0.004223297,0.000380711,0.0002027541,0.00002349874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462884,"about_ca_system_score_gemma":0.0005942674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004631016,"about_ca_topic_score_gemma":0.0004119852,"domain_scores_codex":[0.9972788,0.0006302046,0.0006824339,0.0003388041,0.0005905873,0.0004791325],"domain_scores_gemma":[0.9966365,0.001036214,0.0007036655,0.0002540168,0.001106836,0.0002627945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000406701,0.0004622141,0.3878256,0.0003262324,0.0002035082,0.00001382597,0.3409716,0.000001260836,0.005126258,0.01541247,0.1604328,0.08918354],"study_design_scores_gemma":[0.000173898,0.000003547391,0.2160228,0.0005409088,0.00003512308,0.000003318605,0.00670161,0.000004869175,0.0004354139,0.005413029,0.7703519,0.0003135317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.90909,0.03459885,0.0002759416,0.006041226,0.004475194,0.001334497,0.0002007372,0.00008508035,0.04389843],"genre_scores_gemma":[0.9806257,0.005092917,0.0002762703,0.001691853,0.005162532,0.0002089451,0.0000143333,0.00004000801,0.006887399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6099191,"threshold_uncertainty_score":0.9970704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5182249029313226,"score_gpt":0.6601435269995736,"score_spread":0.141918624068251,"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."}}