{"id":"W3210328078","doi":"10.20360/langandlit29546","title":"Access and Use of Digital Technologies in Early Childhood: A Review of Mixed Messages in Popular Media","year":2021,"lang":"en","type":"review","venue":"Language and Literacy","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Literacy; Digital media; Media literacy; Promotion (chess); Digital literacy; Metropolitan area; Emergent literacy; Sociology; Multimedia; Pedagogy; Political science; Computer science; World Wide Web; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003376249,0.0007991624,0.002239209,0.009293982,0.0004615966,0.002079583,0.0008431532,0.001142958,0.003034416],"category_scores_gemma":[0.008952462,0.0005787387,0.001009914,0.01011,0.001029976,0.002290202,0.001364474,0.001029245,0.0004406183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00120651,"about_ca_system_score_gemma":0.003691524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006626024,"about_ca_topic_score_gemma":0.01461159,"domain_scores_codex":[0.9982667,0.000550616,0.0004885548,0.0002016613,0.0004173406,0.00007518737],"domain_scores_gemma":[0.9871624,0.01110119,0.0008157334,0.0001047388,0.0006895671,0.000126357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009666684,0.00004979215,0.0006786961,0.3408666,0.0005402247,0.0001764716,0.001666583,0.0001056114,0.0004748109,0.001444055,0.003322915,0.6505776],"study_design_scores_gemma":[0.00004487353,0.0003740718,0.01199991,0.5051343,0.004189919,0.002047712,0.003678484,0.0001019599,0.0009835865,0.00127562,0.4700899,0.00007961077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003599013,0.9991452,0.00003487443,0.00008260735,0.00003085328,0.000008759069,0.00002680763,0.000001939819,0.00030902],"genre_scores_gemma":[0.002521398,0.9971523,0.0001254347,0.00007485495,0.00002525703,0.00001306287,0.00002373762,0.000001658571,0.00006223034],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009293982,"threshold_uncertainty_score":0.01785553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03189559330043152,"score_gpt":0.3495570913398536,"score_spread":0.3176614980394221,"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."}}