{"id":"W2039069257","doi":"10.1080/1369118x.2013.808365","title":"Beyond gamification: reconceptualizing game-based learning in early childhood environments","year":2013,"lang":"en","type":"article","venue":"Information Communication & Society","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Toronto Metropolitan University","funders":"","keywords":"Situated; Mainstream; Promotion (chess); Early childhood education; Affordance; Curriculum; Psychology; Early childhood; Sociology; Pedagogy; Political science; Developmental psychology; Computer science; Cognitive psychology","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":[0.009654816,0.001649863,0.0006521636,0.003410018,0.003424946,0.01833242,0.004447729,0.003840668,0.002203968],"category_scores_gemma":[0.01400601,0.0006502247,0.0008238884,0.001513722,0.0425852,0.01518157,0.01355501,0.004677438,0.000438112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005189413,"about_ca_system_score_gemma":0.006667428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005814585,"about_ca_topic_score_gemma":0.007844046,"domain_scores_codex":[0.9910302,0.006883302,0.0002242066,0.0005433927,0.0006513186,0.0006675069],"domain_scores_gemma":[0.9919498,0.005303916,0.0004037268,0.0009937548,0.0006272167,0.0007215695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002137171,0.00005977096,0.001182179,0.0001727213,0.00001504247,0.000198752,0.05707322,0.002597632,0.0001924224,0.9122559,0.0008077907,0.02542312],"study_design_scores_gemma":[0.00002467838,0.00006557897,0.000836462,0.0008651121,0.00002842326,0.0003664819,0.05209178,0.008969419,0.0007786481,0.8433881,0.09254192,0.00004345995],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.129687,0.009629878,0.5310578,0.02750875,0.0007121565,0.0003913708,0.0001066811,0.0005466718,0.3003597],"genre_scores_gemma":[0.8957646,0.00263893,0.09293647,0.000932471,0.00006860509,0.0003777871,0.00005914591,0.0001585097,0.007063558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01833242,"threshold_uncertainty_score":0.0510602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561505219839796,"score_gpt":0.2452769542329207,"score_spread":0.2296619020345227,"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."}}