{"id":"W3200262908","doi":"10.1111/lit.12264","title":"Social justice for young readers: advocating for access, choice and time to read","year":2021,"lang":"en","type":"article","venue":"Literacy","topic":"Library Science and Administration","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Reading (process); Literacy; Affordance; Reading motivation; Economic Justice; Public relations; Psychology; Sociology; Internet privacy; Computer science; Pedagogy; Political science; Law; Cognitive 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":[],"consensus_categories":[],"category_scores_codex":[0.0002817483,0.00005671948,0.00008189137,0.00002330218,0.0007923997,0.0007881225,0.0001538168,0.0000447646,0.0001080152],"category_scores_gemma":[0.000980182,0.00005902884,0.00003290997,0.0002462193,0.00006697226,0.002236603,0.00003433375,0.00003185435,0.00001408535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000153021,"about_ca_system_score_gemma":0.0002314537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009826513,"about_ca_topic_score_gemma":0.00008483418,"domain_scores_codex":[0.9992507,0.0000409906,0.0001286974,0.0002261779,0.000129635,0.0002237957],"domain_scores_gemma":[0.9992634,0.0004014504,0.0000534782,0.00006354533,0.0001320124,0.00008608421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001034142,0.0001967646,0.007195646,0.0005144707,0.00003750588,0.000007146952,0.2781118,0.000005013246,0.004552311,0.1944606,0.2021537,0.3126616],"study_design_scores_gemma":[0.0002992071,0.00006865235,0.003592231,0.00004986313,0.00003962505,0.000001262084,0.007913113,0.000449445,0.0005649091,0.006068902,0.9807479,0.0002049405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3949219,0.0006025514,0.01665524,0.3566433,0.002473681,0.00434634,0.0003116209,0.0004817768,0.2235636],"genre_scores_gemma":[0.7573285,0.00002564902,0.04395008,0.01378619,0.008016647,0.0003060147,0.0002659098,0.00003305416,0.176288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7785942,"threshold_uncertainty_score":0.7599883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05964763444477787,"score_gpt":0.4106825867216718,"score_spread":0.3510349522768939,"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."}}