{"id":"W2736183088","doi":"10.5539/mas.v11n8p47","title":"An Educational Tool based on Virtual Construction Site Visit Game","year":2017,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"BIM and Construction Integration","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Process (computing); SAFER; Quality (philosophy); Domain (mathematical analysis); Active learning (machine learning); Architecture; Human–computer interaction; Engineering management; Multimedia; 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":[0.0001513711,0.0001025073,0.00007077166,0.0001141355,0.0005137956,0.0003678263,0.0003247704,0.00004795013,0.0001139938],"category_scores_gemma":[0.00001595242,0.0001022556,0.00001958756,0.00008950745,0.0004315677,0.0004552317,0.00001286435,0.0001147631,0.0001109296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009185235,"about_ca_system_score_gemma":0.0001125074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005230235,"about_ca_topic_score_gemma":0.000006636064,"domain_scores_codex":[0.999127,0.000004094885,0.0001164911,0.0002622576,0.000318422,0.000171735],"domain_scores_gemma":[0.9993213,0.00001344163,0.00004476776,0.0004884469,0.00005520986,0.00007687004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002069048,0.0000312336,0.001076692,0.00000536618,0.000002670848,2.634091e-7,0.0002270903,0.06281724,0.593724,0.1351736,0.0000680664,0.2068531],"study_design_scores_gemma":[0.0001732332,0.00002147411,0.01591131,0.000007042797,0.000002933195,0.000003954332,0.00002753496,0.9623311,0.01635447,0.004805036,0.0002145222,0.0001474221],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5713663,0.000002734239,0.3933644,0.0001424595,0.0008497631,0.0001235587,0.00001077715,0.0001612562,0.03397882],"genre_scores_gemma":[0.9967732,8.351703e-7,0.002892555,0.00008497776,0.0001547157,0.00002872284,0.000007174053,0.000009193409,0.00004857781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8995138,"threshold_uncertainty_score":0.4169862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00807803237893988,"score_gpt":0.2322908375921604,"score_spread":0.2242128052132205,"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."}}