{"id":"W4386030614","doi":"10.3390/children10081415","title":"Online Safety for Children and Youth under the 4Cs Framework—A Focus on Digital Policies in Australia, Canada, and the UK","year":2023,"lang":"en","type":"article","venue":"Children","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Public relations; Cyberspace; Stakeholder; Government (linguistics); Work (physics); Digital literacy; The Internet; Business; Political science; Sociology; Engineering; Pedagogy; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002485697,0.0001241838,0.0001608412,0.00007063142,0.0003889148,0.0001616762,0.0002722457,0.0001109465,0.000005728742],"category_scores_gemma":[0.0002772734,0.00007423444,0.00003336359,0.0003809068,0.000607033,0.00007404577,0.0001264121,0.0001950484,0.000002932377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005746687,"about_ca_system_score_gemma":0.0001369122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3901531,"about_ca_topic_score_gemma":0.7228371,"domain_scores_codex":[0.9990531,0.00002974177,0.0001702154,0.0002105953,0.0001960813,0.0003402372],"domain_scores_gemma":[0.9992786,0.0004429895,0.00004929084,0.0001589827,0.00001575704,0.00005439834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001121201,0.00004790715,0.5519426,0.00000207265,0.0001001162,9.182011e-7,0.01590093,0.00002057447,1.596624e-7,0.4094493,0.004526571,0.01789675],"study_design_scores_gemma":[0.0006217944,0.00001613931,0.918082,0.00001610746,0.000008537396,0.000001772614,0.002612794,0.000001562592,0.000003018399,0.07833567,0.000187993,0.0001126203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800298,0.0001039964,0.000009056614,0.01778788,0.00006836307,0.0005700969,0.0004719428,0.00005780088,0.0009010644],"genre_scores_gemma":[0.9981771,0.0001237804,0.0000103599,0.000592974,0.0001323959,0.00000813225,0.0001266402,0.000009490624,0.0008191026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3661394,"threshold_uncertainty_score":0.6139079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219421846250917,"score_gpt":0.2808722512837412,"score_spread":0.258678032821232,"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."}}