{"id":"W7009288103","doi":"","title":"Digital Games in the Elementary Classroom: \\nUsing Club Penguin Island with Grade 6 ESL \\nstudents","year":2021,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Video game; Web site; Quantitative methodology; Club","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009100209,0.0004811172,0.0005871721,0.0007863261,0.003901712,0.003339082,0.0008065212,0.0006790041,0.006022919],"category_scores_gemma":[0.00206957,0.0003678483,0.0003772049,0.0005119308,0.001266136,0.0009771776,0.002636358,0.001346424,0.0009087672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003020335,"about_ca_system_score_gemma":0.002580665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.204618,"about_ca_topic_score_gemma":0.5466807,"domain_scores_codex":[0.9992989,0.000122267,0.00003511701,0.0001072951,0.0001580123,0.0002783403],"domain_scores_gemma":[0.9982908,0.0002260349,0.0001457579,0.00005228293,0.0003062376,0.000978848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003493783,0.004162139,0.4712503,0.0003013134,0.00005412239,0.002848112,0.4507267,0.0001354879,0.002390155,0.0006732368,0.003556332,0.06355272],"study_design_scores_gemma":[0.0000339293,0.001293358,0.5451711,0.0001764781,0.00004666009,0.0003202898,0.4328361,0.0002757242,0.0007482988,0.0001751977,0.01887322,0.00004967428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972565,0.0000650566,0.00003219924,0.0000896319,0.00001300359,0.00003565913,0.0000335779,0.00000392757,0.002470636],"genre_scores_gemma":[0.9844648,0.0002103139,0.0002981517,0.00008739066,0.00000861627,0.00008993896,0.0001174324,0.000006051068,0.0147173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.204618,"threshold_uncertainty_score":0.406854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945171250015638,"score_gpt":0.2538262548252801,"score_spread":0.2343745423251237,"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."}}