{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002305045,0.0001842532,0.001242096,0.0004023628,0.00001972227,0.0001619253,0.000254963,0.0002603185,0.00001095837],"category_scores_gemma":[0.00183513,0.00014883,0.00009549548,0.0009249396,0.0002100276,0.0007828489,0.0003613632,0.0002220729,4.356918e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001821126,"about_ca_system_score_gemma":0.0001153554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002440776,"about_ca_topic_score_gemma":0.0002505365,"domain_scores_codex":[0.9986849,0.0000876764,0.0005933713,0.0002783475,0.0001671131,0.0001885291],"domain_scores_gemma":[0.9991904,0.0002694864,0.0002635158,0.0002124878,0.00003702928,0.0000270151],"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":[6.487932e-7,0.00004076033,0.005026261,0.008180782,0.00001520874,0.00008813343,0.005833214,5.64269e-10,3.078112e-8,0.001413855,0.0000362593,0.9793649],"study_design_scores_gemma":[0.0002690968,0.00002427339,0.004068549,0.1808953,0.00009308682,0.00001676678,0.002382233,2.737655e-8,0.000003600113,0.001196489,0.8106111,0.0004394731],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02418717,0.9747846,3.080464e-7,0.0001155499,0.00003152746,0.0003908201,0.00006222932,0.00003783617,0.0003899606],"genre_scores_gemma":[0.00699029,0.9926844,0.00008675549,0.00001433239,0.00001083877,0.00002119345,0.00009539531,0.0000102641,0.00008648911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9789253,"threshold_uncertainty_score":0.6069109,"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."}}