{"id":"W1543753471","doi":"10.19173/irrodl.v8i2.440","title":"Engagement through Simulation","year":2007,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Educational technology; Mathematics education; Multimedia; Human–computer interaction; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002153321,0.0005266013,0.0003232139,0.000576847,0.0009662501,0.004068489,0.001215949,0.001406701,0.03598913],"category_scores_gemma":[0.008611728,0.0002129139,0.0004376395,0.0004194734,0.001552883,0.002654709,0.004895689,0.001486982,0.005115821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118589,"about_ca_system_score_gemma":0.001448162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001303067,"about_ca_topic_score_gemma":0.001467603,"domain_scores_codex":[0.9975756,0.001492482,0.00006253632,0.0002502237,0.0004439573,0.0001752075],"domain_scores_gemma":[0.996392,0.002160495,0.0001263215,0.0006751733,0.0002706511,0.0003753711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004675379,0.001428743,0.005433903,0.0004409892,0.00007912036,0.0003117574,0.007509391,0.07706001,0.005561244,0.6104016,0.0241917,0.267114],"study_design_scores_gemma":[0.0002086534,0.000698001,0.002561868,0.0004692718,0.00004484749,0.0002928199,0.003518126,0.1655013,0.008685008,0.4740301,0.3439073,0.00008268672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07858667,0.0006866648,0.3476171,0.003796562,0.0005584633,0.0004624947,0.0003063659,0.0018429,0.5661427],"genre_scores_gemma":[0.890995,0.0004782677,0.03948543,0.0004199966,0.00006096999,0.0005425083,0.0003905518,0.0002130267,0.06741434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03598913,"threshold_uncertainty_score":0.1203957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2947687933435627,"score_gpt":0.56748538744481,"score_spread":0.2727165941012474,"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."}}