{"id":"W2888695226","doi":"10.5539/hes.v8n3p85","title":"Combining Simulation-based Training and Flipped Classroom in Project Management Learning","year":2018,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Nicosia; Universidad Tecnológica Nacional","keywords":"Flipped classroom; Perspective (graphical); Project management; Project-based learning; Computer science; Training (meteorology); Knowledge management; Engineering management; Mathematics education; Psychology; Engineering; Systems engineering; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001759629,0.00009663063,0.0001575621,0.0002597494,0.0007407413,0.00005254849,0.00007266012,0.00003935881,0.00003476126],"category_scores_gemma":[0.0003064997,0.0000973326,0.00001495084,0.0006689424,0.0003228167,0.0001283029,0.00003476937,0.0001452749,0.000007246042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001788192,"about_ca_system_score_gemma":0.0001732108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002214332,"about_ca_topic_score_gemma":0.0001285658,"domain_scores_codex":[0.9985246,0.0006281913,0.0002015208,0.0002247693,0.0002015151,0.0002193905],"domain_scores_gemma":[0.9987962,0.0007323782,0.0001112767,0.0000773946,0.0002613368,0.00002147092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004083544,0.0002562175,0.2971852,0.0001149552,0.0001575954,0.000001634246,0.400453,0.0008315766,0.00007619,0.2162873,0.001561437,0.08303404],"study_design_scores_gemma":[0.0007704252,0.0001138312,0.2300516,0.0002837811,0.00003605984,9.037486e-8,0.3087137,0.0008047592,0.0000234218,0.005254798,0.4535707,0.0003768079],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9133006,0.0006398453,0.001692364,0.002258731,0.00196909,0.0005102881,3.707742e-7,0.0001775202,0.07945114],"genre_scores_gemma":[0.9764054,0.00001733065,0.01552706,0.000357953,0.0003152708,0.00007049714,0.000002057451,0.00001059833,0.007293835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4520092,"threshold_uncertainty_score":0.5697258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2128197454431383,"score_gpt":0.5058278491366801,"score_spread":0.2930081036935418,"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."}}