{"id":"W3092698533","doi":"10.3390/educsci10100288","title":"Literacy Teacher Educators Creating Space for Children’s Literature","year":2020,"lang":"en","type":"article","venue":"Education Sciences","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Simon Fraser University; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Literacy; Variety (cybernetics); Psychology; Pedagogy; Mathematics education; Critical literacy; Space (punctuation); Qualitative research; Sociology; Computer science; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006123469,0.000116241,0.0001355782,0.0001113044,0.001634128,0.0004966321,0.0004376886,0.00008206653,0.0003022556],"category_scores_gemma":[0.001937959,0.0001073611,0.00008384869,0.001046758,0.0004140601,0.0005198515,0.00001651229,0.0001541115,0.00004500549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114524,"about_ca_system_score_gemma":0.002529266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000643183,"about_ca_topic_score_gemma":0.00003317491,"domain_scores_codex":[0.9985496,0.0001328132,0.000191504,0.0004315671,0.0003442664,0.000350234],"domain_scores_gemma":[0.9989713,0.0002516742,0.0001255532,0.0001081025,0.0001875115,0.000355843],"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":[0.000005959224,0.0002231773,0.06736222,0.00002109898,0.000008796976,9.810383e-8,0.6891701,0.000003913862,0.00004414892,0.09836211,0.1055242,0.03927417],"study_design_scores_gemma":[0.0001399771,0.0001394204,0.01055212,0.0001087483,0.00002073594,0.000001421601,0.1386455,0.00002825516,0.00004213427,0.002981392,0.8469858,0.0003545649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6589491,0.006245438,0.0003268605,0.1631041,0.005491999,0.0008092353,0.00001615126,0.0003067343,0.1647504],"genre_scores_gemma":[0.9790775,0.00004793319,0.007350228,0.001996961,0.004101839,0.00007855867,0.00001382046,0.00001091886,0.007322201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7414615,"threshold_uncertainty_score":0.9996656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08385874546880036,"score_gpt":0.4318355893984106,"score_spread":0.3479768439296103,"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."}}