{"id":"W4415945361","doi":"10.1111/asap.70039","title":"Parents' approaches to conversations with their 5– to 18‐year‐olds about the 2024 US presidential election","year":2025,"lang":"en","type":"article","venue":"Analyses of Social Issues and Public Policy","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Socialization; Presidential system; Politics; Presidential election; Anxiety; Representation (politics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002288902,0.0001140785,0.0002235077,0.0002502648,0.0009116874,0.0002641816,0.000248658,0.000107104,0.0001057385],"category_scores_gemma":[0.0003597535,0.0000833444,0.00008431132,0.001468237,0.0004043874,0.0001537818,0.00006660182,0.0000999943,0.000006464697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007886547,"about_ca_system_score_gemma":0.0005801184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2524999,"about_ca_topic_score_gemma":0.01630336,"domain_scores_codex":[0.9987797,0.0002026191,0.0001888006,0.0001755137,0.0002826725,0.0003707393],"domain_scores_gemma":[0.9993236,0.0001623462,0.00007452613,0.0001143142,0.0001628241,0.0001623611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005765979,0.0001390257,0.1130907,0.00004335956,0.0006956875,6.308236e-7,0.1370998,0.00001626446,0.0001233708,0.7054448,0.03089331,0.01239543],"study_design_scores_gemma":[0.0006486087,0.0002049696,0.1831391,0.00005572052,0.0004540772,4.539723e-7,0.2062109,0.00002880226,0.001695966,0.02186233,0.5852129,0.0004860775],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8619702,0.00038623,0.0003200148,0.09223393,0.0003053402,0.0005472821,0.0000543894,0.00005646242,0.04412609],"genre_scores_gemma":[0.9929359,0.0001334892,0.00005861908,0.001155369,0.001383189,0.00004476794,0.000007785831,0.000007386177,0.004273498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6835825,"threshold_uncertainty_score":0.909766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184902965440356,"score_gpt":0.4037080360837417,"score_spread":0.2852177395397061,"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."}}