{"id":"W4417290975","doi":"10.1111/chso.70003","title":"Children and Families: Everyday Digital Media Culture","year":2025,"lang":"en","type":"article","venue":"Children & Society","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital media; Citizen journalism; Social media; Digital culture; Profiling (computer programming); New media; Participatory culture; Everyday life","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004762906,0.0006307013,0.0008485116,0.002514965,0.01563664,0.01448856,0.00148984,0.001967634,0.01497691],"category_scores_gemma":[0.01076733,0.0006887965,0.0003575087,0.002776306,0.01691568,0.01100539,0.01546909,0.003944841,0.00113939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006898025,"about_ca_system_score_gemma":0.004004289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03065068,"about_ca_topic_score_gemma":0.02808969,"domain_scores_codex":[0.9924296,0.003846016,0.0003741443,0.0009983305,0.001266506,0.001085535],"domain_scores_gemma":[0.9952458,0.002135515,0.0008198452,0.0003565359,0.0004932704,0.0009490239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002797889,0.00003044054,0.01405134,0.0001737876,0.00002938165,0.001362882,0.9375464,0.00004686433,0.0002407523,0.01741577,0.007167798,0.02190669],"study_design_scores_gemma":[0.000004490344,0.00003070598,0.00775967,0.0004790175,0.00001646993,0.001293567,0.8472295,0.00002826955,0.0001281788,0.003700692,0.1392901,0.00003928404],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.762111,0.02163982,0.002522382,0.03400956,0.0006308774,0.0001575619,0.001049038,0.0001467296,0.1777329],"genre_scores_gemma":[0.9788591,0.009899503,0.0007384398,0.003096548,0.0001342453,0.0001354986,0.0001921921,0.00007720699,0.006867398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03065068,"threshold_uncertainty_score":0.06094456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005215038596122093,"score_gpt":0.2392621742488895,"score_spread":0.2340471356527674,"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."}}