{"id":"W2535259208","doi":"","title":"ABCs by Design: The Role of Alphabet Book Design and Children’s Alphabetic Behaviours in Emergent Literacy Skill Acquisition","year":2015,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Strong","keywords":"Alphabet; Literacy; Computer science; Mathematics education; Linguistics; Psychology; Pedagogy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008341213,0.0001693995,0.0002931745,0.000187945,0.0003018377,0.00002641019,0.0006808448,0.0002699078,0.0001041263],"category_scores_gemma":[0.0000481516,0.0001490209,0.00008713939,0.0003664716,0.0003728496,0.0003067784,0.0000899115,0.0002054065,0.000007291118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008528,"about_ca_system_score_gemma":0.0002296106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002807774,"about_ca_topic_score_gemma":0.0007014533,"domain_scores_codex":[0.9986416,0.0002757421,0.0002022947,0.0002385678,0.0003999655,0.0002418426],"domain_scores_gemma":[0.9990149,0.0001595776,0.0003489555,0.0002331827,0.0001791927,0.00006426263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002859937,0.001464931,0.04522558,0.000138043,0.0008425268,0.00003511151,0.5963455,0.0001449734,0.01567779,0.01305228,0.1659089,0.1583044],"study_design_scores_gemma":[0.003097472,0.0007040668,0.7749804,0.0004233723,0.0009139807,0.000007878562,0.1441256,0.0001925832,0.003533578,0.05265475,0.0180162,0.001350138],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860941,0.009001845,0.0002195124,0.001082809,0.0001462594,0.0009999461,0.00004725024,0.00004552356,0.002362824],"genre_scores_gemma":[0.9954044,0.001492647,0.0002936662,0.00003099681,0.00002172834,0.000001315048,0.0002356933,0.00001234057,0.002507224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7297548,"threshold_uncertainty_score":0.6076897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134231911569242,"score_gpt":0.2493646811336406,"score_spread":0.2380223620179482,"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."}}