{"id":"W4294071860","doi":"10.29173/assert44","title":"‘Reading’ Textbooks","year":2022,"lang":"en","type":"article","venue":"Annals of Social Studies Education Research for Teachers","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Reading (process); Interpretation (philosophy); Discipline; Historical thinking; Affect (linguistics); Pedagogy; Event (particle physics); Sociology; Mathematics education; Linguistics; Psychology; Social science; Politics; Communication","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005768495,0.00007185832,0.0001969682,0.0002259071,0.006432191,0.00002392362,0.0003549581,0.00004842812,0.0002505627],"category_scores_gemma":[0.002478872,0.00008284838,0.0001376426,0.0005339753,0.001070348,0.00006449601,0.00008953134,0.0003491186,0.000007082023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000504067,"about_ca_system_score_gemma":0.001887388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002786051,"about_ca_topic_score_gemma":0.0001558349,"domain_scores_codex":[0.9974581,0.0007662514,0.0002199636,0.000216598,0.0008192533,0.0005198144],"domain_scores_gemma":[0.9979331,0.0007957876,0.0001105724,0.00009926494,0.0009408858,0.0001203492],"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":[0.00001635552,0.0001878273,0.0004045221,0.00001465528,0.00005573398,6.062136e-8,0.3681081,5.734363e-7,0.00001316364,0.134354,0.4735537,0.02329138],"study_design_scores_gemma":[0.00004519831,0.00007979347,0.0002831981,0.000002558618,0.000003734771,3.288122e-8,0.4425065,1.058345e-7,0.000008155679,0.009393082,0.5476298,0.0000477886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3628901,0.007229287,0.000008521602,0.2312515,0.003736129,0.001558425,0.00006478444,0.000142096,0.3931192],"genre_scores_gemma":[0.954719,0.0002650619,0.00008725798,0.0004989086,0.001005125,0.0007964946,0.000008667297,0.00001581544,0.04260367],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5918289,"threshold_uncertainty_score":0.9948613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.661302331928985,"score_gpt":0.6286684057816221,"score_spread":0.03263392614736293,"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."}}