{"id":"W4388410338","doi":"10.3389/fpsyg.2023.1287396","title":"Meeting preschool screen time recommendations: which parental strategies matter?","year":2023,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Research Nova Scotia; Agence Nationale de la Recherche","keywords":"Screen time; Temperament; Mediation; Psychology; Negative affectivity; Developmental psychology; Toddler; Logistic regression; Odds; Clinical psychology; Personality; Medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005410049,0.0001053984,0.000179883,0.0004316963,0.000200466,0.00008286028,0.0003934107,0.0002048714,0.0005024946],"category_scores_gemma":[0.0001448049,0.0001176836,0.00003170042,0.001177362,0.0001882421,0.0003319077,0.0000827971,0.0001905763,0.001327231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006028427,"about_ca_system_score_gemma":0.00008620533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001573981,"about_ca_topic_score_gemma":0.0005437892,"domain_scores_codex":[0.9986705,0.0001438182,0.0002702584,0.0003285787,0.0001390883,0.0004478118],"domain_scores_gemma":[0.9995996,0.00005676744,0.00007077756,0.0001836091,0.000033054,0.00005617447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001739393,0.000041701,0.1733195,0.000002046211,0.00001773613,0.000006707569,0.00138403,0.000001909513,0.00001621969,0.00224278,0.7886482,0.03430172],"study_design_scores_gemma":[0.001129526,0.00006387041,0.172885,0.00007297281,0.000008956489,0.000005001564,0.02146899,0.0001187981,0.00001850344,0.2607198,0.542994,0.0005146451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07605279,0.0002824251,0.001413059,0.03044801,0.003142246,0.0004761263,0.00002653255,0.0007443004,0.8874145],"genre_scores_gemma":[0.9644362,0.001427476,0.02112666,0.002293523,0.0004339159,0.0001513643,0.0004945964,0.00006132544,0.00957498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8883834,"threshold_uncertainty_score":0.9994503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223681282661982,"score_gpt":0.3347025505657157,"score_spread":0.3124657377390959,"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."}}