{"id":"W4226354255","doi":"10.5267/j.ijdns.2022.4.001","title":"Evaluating the use of web-based games on students' vocabulary retention","year":2022,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Seneca Polytechnic","funders":"","keywords":"Vocabulary; Task (project management); Computer science; Vocabulary learning; Perception; Mathematics education; Retention rate; Multimedia; Psychology; Engineering; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005065607,0.0000429115,0.00008207403,0.0001415929,0.0007580851,0.0001226187,0.002101403,0.00001226069,0.00004602737],"category_scores_gemma":[0.001081766,0.00003197495,0.00002312314,0.0004871172,0.0007653912,0.0005826764,0.000618674,0.0001809441,5.865092e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000124658,"about_ca_system_score_gemma":0.0005517278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004374204,"about_ca_topic_score_gemma":0.00003132769,"domain_scores_codex":[0.9974926,0.000174211,0.0002631324,0.0001472671,0.001796831,0.0001259734],"domain_scores_gemma":[0.9984303,0.0004696849,0.000454087,0.0002033398,0.0004119587,0.0000306626],"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":[0.0006678747,0.0006119779,0.2227286,0.000007419954,0.0003237421,0.00002174201,0.01336744,0.05778422,0.006171035,0.0189113,0.09684511,0.5825595],"study_design_scores_gemma":[0.002709926,0.002130699,0.3565047,0.0004829491,0.0001822778,0.00007506523,0.02572773,0.05014837,0.0006456207,0.0093066,0.551573,0.0005130072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914096,0.0002970216,0.0005923233,0.005800949,0.001686038,0.00008325986,0.00002563627,0.00001380413,0.00009135132],"genre_scores_gemma":[0.9962148,0.0002165633,0.00279035,0.0004407476,0.0002240367,0.000003452911,0.000003099692,0.000002084973,0.0001048544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5820465,"threshold_uncertainty_score":0.5830655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2278644774923728,"score_gpt":0.4814405815917645,"score_spread":0.2535761040993917,"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."}}