{"id":"W4280643859","doi":"10.12968/eyed.2022.23.11.29","title":"Young children's digital play","year":2022,"lang":"en","type":"article","venue":"Early Years Educator","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Mainstream; Digital media; Psychology; Media studies; Sociology; Developmental psychology; Political science; Computer science; World Wide Web","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":[0.0009059052,0.000414518,0.0003913472,0.001110891,0.002464835,0.005586436,0.0004720537,0.001019533,0.006367397],"category_scores_gemma":[0.002877482,0.000306383,0.0003735206,0.0006514741,0.002748264,0.001721801,0.003091095,0.001245108,0.001038445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002415042,"about_ca_system_score_gemma":0.002366785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02526815,"about_ca_topic_score_gemma":0.03051741,"domain_scores_codex":[0.9990216,0.0001600035,0.00006350772,0.0001405852,0.0002276686,0.0003866087],"domain_scores_gemma":[0.9992591,0.0002094563,0.0001571589,0.00005363123,0.0001223593,0.0001983484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002448109,0.0003859498,0.1999417,0.0008369011,0.00005082114,0.006803212,0.5899074,0.0002287772,0.006692027,0.05086642,0.01470428,0.1293378],"study_design_scores_gemma":[0.00003500198,0.0002323531,0.2725879,0.001022312,0.00007496178,0.007865352,0.4297139,0.0001079772,0.002747869,0.008866227,0.276653,0.00009319025],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8219187,0.00637483,0.001100322,0.002778236,0.0001187445,0.00009300074,0.0008461542,0.0001672529,0.1666028],"genre_scores_gemma":[0.9777902,0.004792849,0.0005451356,0.0003563951,0.0000172608,0.0001424186,0.0002707572,0.00003179036,0.01605316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02526815,"threshold_uncertainty_score":0.05024213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007642068975390938,"score_gpt":0.2470584644130698,"score_spread":0.2394163954376788,"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."}}