{"id":"W2809958358","doi":"10.1177/1468798418783326","title":"The role of digital technology in teen mothers’ and their children’s literacy","year":2018,"lang":"en","type":"article","venue":"Journal of Early Childhood Literacy","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Literacy; Digital literacy; Developmental psychology; Psychology; Emergent literacy; Pedagogy","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":[0.0004569216,0.0001443556,0.0002812063,0.0004750596,0.0002248602,0.0003585551,0.0005849497,0.0001535298,0.00001441306],"category_scores_gemma":[0.0005006201,0.00009325525,0.00009140767,0.000773551,0.0007532111,0.001233202,0.0001345921,0.0003304351,0.000006956662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003807841,"about_ca_system_score_gemma":0.0001742901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003176106,"about_ca_topic_score_gemma":0.00001486317,"domain_scores_codex":[0.9986451,0.00004963843,0.0005961259,0.0001532355,0.0002318417,0.0003240684],"domain_scores_gemma":[0.9987583,0.0002207684,0.0004559545,0.0001932087,0.0002905038,0.00008126259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004293644,0.0001208931,0.5424069,7.892293e-7,0.00005015299,0.000002637328,0.05693392,4.814235e-8,0.00004045022,0.008877023,0.00004761712,0.3914766],"study_design_scores_gemma":[0.0007829122,0.0004822002,0.813985,0.0001395179,0.000008108642,0.00006694007,0.004078702,0.000001008972,0.0006790976,0.1515301,0.02806129,0.0001850738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895951,0.00217396,0.00001083568,0.002336484,0.0001121409,0.0001539937,0.000007629435,0.00002616607,0.00558371],"genre_scores_gemma":[0.9991918,0.0001910499,0.0001905085,0.00005273654,0.000229638,0.000001521857,8.07323e-7,0.00001264125,0.0001293238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3912916,"threshold_uncertainty_score":0.3802839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004087957704144003,"score_gpt":0.2430395284300507,"score_spread":0.2389515707259067,"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."}}