{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001702313,0.0001884712,0.0002202434,0.00005036289,0.000598501,0.0002956647,0.0003716692,0.000311061,0.00002523744],"category_scores_gemma":[0.0002320901,0.0001699104,0.0001656809,0.000571746,0.0007588571,0.0004307805,0.0002416261,0.000249043,0.00003363752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008824649,"about_ca_system_score_gemma":0.0001858876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000182203,"about_ca_topic_score_gemma":0.0001315971,"domain_scores_codex":[0.9987256,0.00001992872,0.0001993973,0.0004015989,0.0002615819,0.0003918873],"domain_scores_gemma":[0.9994955,0.00008807384,0.00005447674,0.0001987987,0.00005787444,0.0001052659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007290976,0.000105051,0.6485255,0.000005586779,0.0002753224,7.673775e-7,0.03886997,2.643301e-7,0.00001273052,0.04087445,0.2183513,0.0529717],"study_design_scores_gemma":[0.0008313955,0.00001702655,0.9142445,0.00004309242,0.00003527667,0.000004362869,0.006482075,0.000001528991,0.00005756272,0.0179609,0.05990526,0.0004169976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9226667,0.001843604,0.00009229955,0.002080688,0.0002764538,0.0004054994,0.0001321555,0.000498783,0.07200382],"genre_scores_gemma":[0.9929591,0.001968228,0.000298263,0.0009518587,0.0002490777,0.000007347789,0.000200256,0.00001135637,0.003354522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.265719,"threshold_uncertainty_score":0.6928744,"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."}}