{"id":"W7162091953","doi":"10.82308/36380","title":"Engaging with picture books: exploring students' and teachers' experiences with literature and collaboration in immersion classrooms","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"French immersion; Qualitative research; Social constructivism; The arts; Neuroscience of multilingualism; School teachers; Context (archaeology); Social studies; Reading (process); English as a second language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005070576,0.0007873414,0.001274406,0.002187349,0.007600487,0.006342212,0.002719756,0.002077201,0.003833177],"category_scores_gemma":[0.01103984,0.0006685542,0.0006826128,0.001600103,0.009895569,0.004884965,0.00771004,0.002998313,0.0004910369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00426102,"about_ca_system_score_gemma":0.003231987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007878976,"about_ca_topic_score_gemma":0.01529095,"domain_scores_codex":[0.9899068,0.006594987,0.0002412691,0.0006686788,0.001182198,0.001405967],"domain_scores_gemma":[0.9921054,0.005006916,0.000619198,0.000314559,0.0006665569,0.001287377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002008211,0.00003592478,0.001342964,0.00006234786,0.000003882097,0.0007388185,0.9932121,0.00002572924,0.0006636064,0.0007030871,0.0002314594,0.002960113],"study_design_scores_gemma":[0.000007459227,0.00007476009,0.001619601,0.00008025401,0.000007080199,0.000491961,0.9857941,0.00006231054,0.0004109567,0.0002471566,0.01118919,0.00001522894],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861237,0.0006593759,0.003482232,0.001046591,0.00004915863,0.0001172045,0.00008135569,0.00004792599,0.008392531],"genre_scores_gemma":[0.9938762,0.0004297587,0.0009229674,0.0001840922,0.00001441763,0.0001294934,0.00004737663,0.00003580722,0.004359956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007878976,"threshold_uncertainty_score":0.03091598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527468073471121,"score_gpt":0.3249456114041858,"score_spread":0.3096709306694745,"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."}}