{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001151578,0.000818688,0.0003525902,0.002263376,0.0008174225,0.004956539,0.0009185016,0.001007486,0.005437841],"category_scores_gemma":[0.002369219,0.0002056849,0.0005539646,0.001502686,0.003195179,0.003644861,0.002246533,0.0008615843,0.0005338617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306755,"about_ca_system_score_gemma":0.002161092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001969312,"about_ca_topic_score_gemma":0.004083273,"domain_scores_codex":[0.9990908,0.0004516873,0.00005076407,0.0001163253,0.0001929609,0.00009753214],"domain_scores_gemma":[0.9987436,0.000887625,0.0001535528,0.00004466972,0.0001011162,0.00006945567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009647475,0.0002808082,0.01083262,0.01012943,0.0002946791,0.002135214,0.1080907,0.0006252902,0.00761116,0.2141613,0.004550487,0.6411918],"study_design_scores_gemma":[0.0000410715,0.0003229304,0.02953714,0.01188761,0.0003061315,0.005208652,0.1055405,0.0008968192,0.003728433,0.1062388,0.7362153,0.00007662307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2458837,0.2386328,0.04823238,0.007610162,0.0005841748,0.0004077526,0.0004194438,0.0001280713,0.4581015],"genre_scores_gemma":[0.7507766,0.1878351,0.03218983,0.001582462,0.0001144338,0.0004454718,0.0003672208,0.00005335706,0.02663538],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005437841,"threshold_uncertainty_score":0.0181914,"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."}}