{"id":"W2607341911","doi":"10.20360/g22p5w","title":"To Digital or not to Digital: How Mothers are Navigating the Digital World with their Young Children","year":2017,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Digital literacy; Digital media; Literacy; Psychology; Developmental psychology; Pedagogy; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003853417,0.0003334046,0.0003414036,0.0007379034,0.005804379,0.005751713,0.001073196,0.001408151,0.002390064],"category_scores_gemma":[0.01234046,0.0004696948,0.0003131459,0.000616452,0.004543832,0.005954192,0.003503753,0.001940451,0.0003607387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002031696,"about_ca_system_score_gemma":0.001815719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009794859,"about_ca_topic_score_gemma":0.01285878,"domain_scores_codex":[0.9979377,0.001268539,0.00008081081,0.0001881849,0.0002548719,0.0002700667],"domain_scores_gemma":[0.9962218,0.002411066,0.0005349006,0.0001328624,0.0002729427,0.0004264571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001901219,0.00002732229,0.01413502,0.00005166093,0.00000540573,0.0009212267,0.9731612,0.00001176644,0.0004176628,0.001379091,0.0007220476,0.009148591],"study_design_scores_gemma":[0.000004142399,0.00003365584,0.006385501,0.000130996,0.00001575212,0.0008467874,0.9785881,0.00003136453,0.0002875851,0.0004481682,0.01321549,0.00001240856],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800293,0.001932881,0.0006165533,0.005669716,0.00007723814,0.00001921007,0.00002914082,0.00001555608,0.01161046],"genre_scores_gemma":[0.9930662,0.002704724,0.000580057,0.0008487467,0.00001964716,0.00003293808,0.00002076126,0.0000157842,0.002711185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009794859,"threshold_uncertainty_score":0.02037901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01104322282567937,"score_gpt":0.2848610967978358,"score_spread":0.2738178739721565,"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."}}