{"id":"W4393931271","doi":"10.23977/acss.2024.080212","title":"Laboratory construction and teaching application of surveying and mapping engineering in university based on virtual reality technology","year":2024,"lang":"en","type":"article","venue":"Advances in Computer Signals and Systems","topic":"Innovative Educational Techniques","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virtual reality; Engineering; Computer science; Construction engineering; Engineering management; Human–computer interaction","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":[0.001941029,0.0005211455,0.0004063214,0.001080788,0.001393711,0.001196744,0.001408707,0.0007792766,0.006931223],"category_scores_gemma":[0.002764973,0.0003010173,0.0006932103,0.0006299323,0.0009308769,0.001045647,0.002257297,0.0008135685,0.001017485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000668978,"about_ca_system_score_gemma":0.002491532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000550663,"about_ca_topic_score_gemma":0.0009106593,"domain_scores_codex":[0.9985979,0.0007147895,0.00006789107,0.0001718979,0.0002300053,0.0002175145],"domain_scores_gemma":[0.9978916,0.0006297131,0.0001547945,0.0005004974,0.0003286797,0.0004948002],"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":[0.0009201691,0.01073507,0.02567931,0.001500462,0.00005814114,0.002603707,0.01377473,0.02769466,0.1895608,0.02712972,0.00658856,0.6937547],"study_design_scores_gemma":[0.0008323359,0.02956563,0.112752,0.001291963,0.000416406,0.006897495,0.04654539,0.1063594,0.386806,0.02910099,0.2787307,0.000701691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7672099,0.0004264645,0.1930685,0.0006197458,0.0001221064,0.001553269,0.0001258984,0.001298008,0.03557613],"genre_scores_gemma":[0.9071734,0.0003820905,0.08656721,0.00007147248,0.00004498265,0.0006080364,0.00008008891,0.00003867657,0.005034051],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006931223,"threshold_uncertainty_score":0.02318722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530262371260571,"score_gpt":0.2985538568191705,"score_spread":0.2832512331065647,"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."}}