{"id":"W4413561994","doi":"10.29147/datjournal.v10i2.891","title":"Exploring Playful and Technological Strategies","year":2025,"lang":"en","type":"article","venue":"DAT Journal","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging; Tellabs (Canada)","funders":"","keywords":"Human–computer interaction; Computer science","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":[0.0002962788,0.0000468421,0.00007322526,0.000143218,0.0004267962,0.0002797419,0.0001732365,0.00006605009,0.00004006589],"category_scores_gemma":[0.000178211,0.00003849302,0.0000161702,0.0002218474,0.0002941401,0.0005420476,0.0000835642,0.000208888,0.000008298282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003028712,"about_ca_system_score_gemma":0.0001228824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001095038,"about_ca_topic_score_gemma":0.00005799421,"domain_scores_codex":[0.9995204,0.00001961827,0.0001046783,0.0000840075,0.0001036444,0.0001676623],"domain_scores_gemma":[0.9998133,0.00004922488,0.00002619863,0.00004997413,0.00002336602,0.00003800294],"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":[0.000005157481,0.00001279948,0.005387384,0.000001720426,0.00001087058,0.00002256529,0.000541074,2.61741e-7,0.00005573783,0.847259,0.001670805,0.1450326],"study_design_scores_gemma":[0.0002816931,0.00002394875,0.01553865,0.00004764831,0.000006516014,0.00003836208,0.03090888,0.00000232778,0.0002981095,0.2597767,0.6929427,0.0001344157],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7845784,0.0003401963,0.0009000124,0.00606348,0.0002581802,0.00004739571,0.000001040349,0.0001553154,0.207656],"genre_scores_gemma":[0.9980072,0.0009865323,0.0004593568,0.0000791135,0.00004449282,0.000002642138,6.11414e-7,0.000001459821,0.0004185512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6912719,"threshold_uncertainty_score":0.3282614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1078626653738493,"score_gpt":0.3276671770360082,"score_spread":0.2198045116621589,"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."}}