{"id":"W2284694956","doi":"","title":"The responses of Canadian and Chinese teachers and university instructors to picture books : a case study rooted in a content analysis of Canadian and Chinese award-winning picture books (2004-2014)","year":2015,"lang":"en","type":"article","venue":"University Library - University of Saskatchewan (University of Saskatchewan)","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Content (measure theory); Content analysis; Mathematics education; Picture books; Sociology; Psychology; Media studies; Pedagogy; Visual arts; Social science; Art; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003673767,0.0005602129,0.000593705,0.004254187,0.01917546,0.00384083,0.002086921,0.002061439,0.003074936],"category_scores_gemma":[0.009513836,0.0006093186,0.0003746099,0.007769041,0.006503367,0.001666176,0.003206069,0.001817961,0.0003229441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04095301,"about_ca_system_score_gemma":0.03172695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8207168,"about_ca_topic_score_gemma":0.925696,"domain_scores_codex":[0.9960579,0.0009131709,0.0001537979,0.0004895126,0.001244987,0.001140752],"domain_scores_gemma":[0.9921501,0.002607103,0.0009100516,0.000320137,0.002651877,0.001360773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004808668,0.00004923026,0.01966475,0.0000841173,0.000004757106,0.003174864,0.967709,0.00003575302,0.001088902,0.0006355735,0.001339752,0.006165174],"study_design_scores_gemma":[0.000003432778,0.00002896154,0.02485985,0.00005693,0.000007066034,0.00052535,0.9624698,0.00006504258,0.0004383609,0.00005371299,0.01146697,0.00002449346],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949674,0.0001655464,0.0001987932,0.0005189366,0.00001891435,0.00008172147,0.0001757851,0.000005320901,0.003867608],"genre_scores_gemma":[0.9899664,0.0005925951,0.001092213,0.0004511568,0.00002117513,0.0001466647,0.0002892817,0.00002167673,0.007418946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1792832,"threshold_uncertainty_score":0.360678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03524104333999773,"score_gpt":0.2394100421698029,"score_spread":0.2041689988298052,"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."}}