{"id":"W2902302614","doi":"","title":"The Use of Children's Literature in Teaching: A study of politics and professionalism within teacher education","year":2016,"lang":"en","type":"book","venue":"","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedagogy; Empowerment; Teacher education; Politics; Literacy; Autonomy; Framing (construction); Agency (philosophy); Professional development; Sociology; Political science; Psychology; Mathematics education; Social science; Engineering","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":[0.0003070449,0.0001852895,0.0002537255,0.000182796,0.0001730296,0.0001521033,0.0001344632,0.0001210023,0.00009595594],"category_scores_gemma":[0.0001366513,0.00009379263,0.00003784053,0.00001348241,0.0001737729,0.0002970417,0.00004175468,0.0003995578,0.000001611849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005227054,"about_ca_system_score_gemma":0.0006249375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008356364,"about_ca_topic_score_gemma":0.0008163084,"domain_scores_codex":[0.9987965,0.0001759104,0.0004862181,0.0001908928,0.0002228037,0.0001277134],"domain_scores_gemma":[0.9988114,0.0002523776,0.0003676446,0.0003004354,0.0002324114,0.00003579073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001381284,0.0007254283,0.004811334,0.0001000562,0.00003701948,1.354854e-7,0.7839795,3.74657e-8,2.250224e-7,0.1603966,0.04713325,0.002802526],"study_design_scores_gemma":[0.001531493,0.0006056928,0.0235028,0.006459748,0.0002672841,0.000009099655,0.2671393,0.000008800346,0.000008114966,0.06647888,0.6331771,0.0008116643],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9577838,0.00121602,2.184525e-7,0.0004291449,0.001794708,0.001052386,0.00007361035,0.00001621131,0.03763386],"genre_scores_gemma":[0.2988122,0.00002843728,0.00001824888,0.00009229837,0.0007922365,0.00003035481,0.00008893202,0.00001899756,0.7001184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6624845,"threshold_uncertainty_score":0.3824752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03714532147344438,"score_gpt":0.284842841689767,"score_spread":0.2476975202163226,"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."}}