{"id":"W2931147650","doi":"","title":"Purpose and Pedagogy in Prairie Classrooms: Educational Technology in Early Childhood","year":2018,"lang":"en","type":"article","venue":"2019 Conference of the Canadian Society for the Study of Education","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Pedagogy; Early childhood; Session (web analytics); Professional development; Technology integration; Early childhood education; Qualitative research; Educational technology; Faculty development; Psychology; Medical education; Sociology; Mathematics education; Medicine; Social science; Business","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.000377849,0.00006871403,0.0001215007,0.0001432006,0.0003032014,0.00002592992,0.0004502448,0.0001222139,0.00002003895],"category_scores_gemma":[0.0003909334,0.00005363075,0.0000427853,0.0005286243,0.0008342446,0.00009893912,0.00003989727,0.0001155272,0.00000139843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001829872,"about_ca_system_score_gemma":0.005305452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1458948,"about_ca_topic_score_gemma":0.8794691,"domain_scores_codex":[0.9992975,0.00002991282,0.0001988268,0.0001514678,0.0001214229,0.0002008767],"domain_scores_gemma":[0.9992974,0.0001192419,0.0001275913,0.0001989843,0.0002159543,0.00004084134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007146701,0.0004556117,0.5249589,0.000008355317,0.00004005408,1.913365e-8,0.1729434,3.980295e-7,0.00001584047,0.2652578,0.003845598,0.03246687],"study_design_scores_gemma":[0.0003243539,0.0001075153,0.8084478,0.00003159018,0.00001158924,4.037256e-7,0.1208878,0.000004153563,0.00002010657,0.06433535,0.005753002,0.00007631021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487424,0.0001333594,0.000002605778,0.0465465,0.0003137848,0.001073883,0.000008230343,0.000005026104,0.003174239],"genre_scores_gemma":[0.9985225,0.00001604586,0.000112306,0.0001005313,0.00005594359,0.00008055259,0.000002357868,0.00000439768,0.001105326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7335743,"threshold_uncertainty_score":0.9411644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105852739159781,"score_gpt":0.3152678684615927,"score_spread":0.2942093410699949,"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."}}