{"id":"W4413540630","doi":"10.64628/aam.tdvshktgh","title":"Educational apps for children: What parents and educators should look for and ignore","year":2024,"lang":"en","type":"article","venue":"","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Medical education; Developmental psychology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01129693,0.001031221,0.001057345,0.0012131,0.00764777,0.01136819,0.001819384,0.01210904,0.007314482],"category_scores_gemma":[0.05514729,0.0007745317,0.0008847277,0.0006598932,0.007286677,0.02380881,0.00637563,0.0167484,0.003362478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002068997,"about_ca_system_score_gemma":0.01315578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007050881,"about_ca_topic_score_gemma":0.01848235,"domain_scores_codex":[0.9911717,0.003990157,0.0006847645,0.0004228609,0.002853997,0.0008766545],"domain_scores_gemma":[0.9500917,0.02538074,0.002884299,0.001846777,0.01190413,0.007892244],"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":[0.00009493913,0.0004737862,0.01780607,0.002509754,0.00007746785,0.002231946,0.0336035,0.0000712306,0.0007274652,0.02191445,0.4631587,0.4573307],"study_design_scores_gemma":[0.00006409139,0.0001896312,0.01052704,0.02587477,0.0002983781,0.005558313,0.1476074,0.0001486229,0.0009214507,0.05329112,0.7553224,0.0001968771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009150835,0.0412077,0.002741445,0.917006,0.007271276,0.00006754152,0.00008189408,0.0002677379,0.02220555],"genre_scores_gemma":[0.2689635,0.1725657,0.03467162,0.4736997,0.01171666,0.0007457613,0.000296651,0.0006515852,0.03668876],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01210904,"threshold_uncertainty_score":0.0597446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02871634117243263,"score_gpt":0.3350704801842073,"score_spread":0.3063541390117746,"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."}}