{"id":"W6959426252","doi":"10.7939/r3-gpg0-mj46","title":"Shifting Transliteracies in Elementary School: Understanding How Transliteracy Practices Contribute to Grade Three Students’ Construction of Meaning","year":2020,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Agricultural Practices and Plant Genetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Situated; Mindset; Construct (python library); Ethnography; Social constructivism; Social constructionism; Scholarship; Literacy","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":[0.00009336445,0.0002246676,0.000405265,0.00005748881,0.0001456119,0.0001136396,0.0004881974,0.0001794249,0.0003940914],"category_scores_gemma":[0.0000613193,0.000129824,0.0001432546,0.0004932762,0.00003194329,0.001436458,0.00005236779,0.0003198044,0.000002956778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002993748,"about_ca_system_score_gemma":0.00002892129,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002043938,"about_ca_topic_score_gemma":0.02082124,"domain_scores_codex":[0.9986801,0.0001274833,0.0002899395,0.0003485254,0.0003414025,0.0002125233],"domain_scores_gemma":[0.9982209,0.0007237052,0.0008317413,0.00004905427,0.00003623808,0.0001383394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00633241,0.0006520386,0.7237672,0.00165679,0.001104941,0.0001735683,0.1059265,0.00009166172,0.1310651,0.01100433,0.002728026,0.01549746],"study_design_scores_gemma":[0.002399729,0.001772789,0.4101148,0.003244362,0.0009850635,0.0000229937,0.5052664,0.0002331666,0.01157054,0.003009562,0.05945277,0.001927846],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901475,0.0002231217,0.00001056522,0.006562232,0.0001243659,0.0004172151,0.0001152436,0.00002093225,0.002378783],"genre_scores_gemma":[0.9952449,0.0005055746,0.001311147,0.00008023388,0.00007654566,3.859774e-7,0.002267804,0.000002719841,0.0005107512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3993399,"threshold_uncertainty_score":0.9970462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03328165294938933,"score_gpt":0.2270403818425274,"score_spread":0.1937587288931381,"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."}}