{"id":"W2107642345","doi":"10.5555/2675983.2676364","title":"Location-aware real-time simulation framework for earthmoving projects using automated machine guidance","year":2013,"lang":"en","type":"article","venue":"","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Context (archaeology); Identification (biology); Retrofitting; Computer science; Construction industry; Systems engineering; Engineering; Industrial engineering; Construction engineering","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":[0.0008371725,0.0008416685,0.0009728145,0.000733604,0.0006621939,0.00158421,0.002214095,0.001142822,0.003456777],"category_scores_gemma":[0.001274825,0.0006037479,0.00107596,0.0005162826,0.0006844851,0.001147154,0.001221513,0.001009737,0.0005303285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062948,"about_ca_system_score_gemma":0.001700285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01573912,"about_ca_topic_score_gemma":0.0148453,"domain_scores_codex":[0.9996655,0.00009706587,0.00002459922,0.00005635401,0.0001169318,0.00003958407],"domain_scores_gemma":[0.9996102,0.0001511365,0.00005317188,0.00005027918,0.00008585292,0.00004937374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003710149,0.00003941238,0.0004913099,0.00003535205,0.0000207938,0.0000789457,0.00009965824,0.9753414,0.001662482,0.01204227,0.0005085993,0.009642733],"study_design_scores_gemma":[0.000006382609,0.000005963731,0.00003455731,0.000003250034,0.000004240412,0.00001061217,0.000008379777,0.9973918,0.0002743747,0.001122481,0.001133763,0.000004072097],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009636779,0.0000592326,0.9858342,0.00007379409,0.00002055126,0.00005330855,0.00008560338,0.002129667,0.002106983],"genre_scores_gemma":[0.5559723,0.0003468169,0.4391391,0.00005982348,0.00003192991,0.0004655762,0.0004334124,0.0003417656,0.003209242],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01573912,"threshold_uncertainty_score":0.031295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528824604090179,"score_gpt":0.2630022446346607,"score_spread":0.2477139985937589,"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."}}