{"id":"W2250144099","doi":"","title":"The Role of Computer Simulations in Hybrid Learning Environments","year":2007,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Human–computer interaction; Artificial intelligence","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":[0.00283001,0.0004190988,0.0002011994,0.0004810321,0.00069589,0.006033299,0.001218351,0.001460841,0.009151449],"category_scores_gemma":[0.0146314,0.0002397483,0.0002168821,0.0002177644,0.002727067,0.004580369,0.002639906,0.0007695155,0.0009291959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007616472,"about_ca_system_score_gemma":0.0009561887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007735076,"about_ca_topic_score_gemma":0.0006033157,"domain_scores_codex":[0.9971669,0.002127776,0.00005014662,0.000158533,0.0003686744,0.0001279883],"domain_scores_gemma":[0.9848793,0.0118439,0.0004115054,0.0009196518,0.0007480781,0.001197473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001903349,0.001011792,0.01060596,0.0004583983,0.0001014127,0.0003998406,0.007399268,0.06558608,0.007976255,0.5768184,0.006194752,0.3215445],"study_design_scores_gemma":[0.0003605124,0.001354607,0.009892295,0.0008874125,0.00010778,0.0009885735,0.009980703,0.2630241,0.01409607,0.522751,0.1764057,0.0001512177],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5317492,0.006553482,0.1562845,0.007634398,0.0006274401,0.0001112682,0.00007720262,0.0005758032,0.2963866],"genre_scores_gemma":[0.9869507,0.0004793817,0.007280559,0.00007719464,0.00002899223,0.00003385848,0.00001352156,0.00003146203,0.005104424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009151449,"threshold_uncertainty_score":0.03061467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0276600215191738,"score_gpt":0.3355623223563379,"score_spread":0.3079023008371641,"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."}}