{"id":"W2461552831","doi":"10.1002/trtr.1502","title":"Literacy for All","year":2016,"lang":"en","type":"article","venue":"The Reading Teacher","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Globe; Reading (process); Transformative learning; Poverty; Pedagogy; Psychology; Sociology; Public relations; Mathematics education; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071295,0.00004566899,0.00004816906,0.00002018251,0.00004644909,0.00004382503,0.0004526328,0.00001777831,0.00001383241],"category_scores_gemma":[0.0003304698,0.00002040961,0.00003450562,0.00004879123,0.00001818183,0.0001940839,0.00005011336,0.00003268732,0.00004875402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002358979,"about_ca_system_score_gemma":0.00002847584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000467013,"about_ca_topic_score_gemma":2.084216e-7,"domain_scores_codex":[0.9995428,0.00006015973,0.00006844446,0.0001222012,0.00006959673,0.000136776],"domain_scores_gemma":[0.9988834,0.0006706417,0.00003023825,0.0003373518,0.00003708614,0.00004129875],"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":[0.000002573503,0.00002646847,0.00032371,0.00000311914,0.0000120118,2.371392e-7,0.003397431,1.118086e-7,0.005122422,0.2279135,0.01128354,0.7519149],"study_design_scores_gemma":[0.0002319934,0.00003162485,0.001371814,0.00004306305,0.000008323088,0.00000800161,0.0000212863,0.0007418609,0.003568973,0.172753,0.8211084,0.0001116724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03060636,0.00009917146,0.9264702,0.03934467,0.0006431571,0.0001548953,9.536113e-7,0.0000894644,0.002591097],"genre_scores_gemma":[0.1866893,0.00002467453,0.7861918,0.001434949,0.0006931782,0.0001045769,6.010596e-7,0.00001255065,0.02484833],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8098248,"threshold_uncertainty_score":0.08411118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05923215633744769,"score_gpt":0.3743287477038894,"score_spread":0.3150965913664416,"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."}}