{"id":"W4391747171","doi":"10.3390/buildings14020496","title":"Full-Scale Implementation of an Automated Connecting Device for Modular Construction","year":2024,"lang":"en","type":"article","venue":"Buildings","topic":"BIM and Construction Integration","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Natural Sciences and Engineering Research Council of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Modular design; Cable gland; Systems engineering; Process (computing); Modular construction; Scale (ratio); Engineering; Computer science; Field (mathematics); Embedded system; Mechanical engineering; Operating system","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009490995,0.00007658701,0.00008378272,0.0001010353,0.00004727644,0.00005130828,0.00003856275,0.00005478929,0.00005873081],"category_scores_gemma":[0.000005181322,0.0000816033,0.0000406439,0.0001581104,0.00001642318,0.0002839284,0.00000409824,0.00004914803,0.000003017832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004772106,"about_ca_system_score_gemma":0.00001551445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004349113,"about_ca_topic_score_gemma":0.00005787932,"domain_scores_codex":[0.9995058,0.000007036602,0.0002025924,0.000119762,0.00006572888,0.00009906153],"domain_scores_gemma":[0.9997975,0.00002281191,0.00002690835,0.00006397645,0.00006334025,0.00002552109],"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":[0.00001016208,0.000004054602,0.0001102422,0.0002856547,0.00005300835,3.990411e-7,0.0006570268,0.004272826,0.6482356,0.01509104,0.0003472369,0.3309327],"study_design_scores_gemma":[0.0002657604,0.00008418003,0.0002927603,0.00006941384,0.0000468805,0.00006800645,0.002664295,0.6653737,0.3225712,0.001191161,0.007225083,0.0001476424],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9173736,0.0001303025,0.08027734,0.00003006069,0.0007219165,0.0001593916,0.00002918792,0.001132158,0.0001460538],"genre_scores_gemma":[0.9670999,0.000006222253,0.03270286,0.00000658449,0.00009181241,0.00002891428,0.00003891685,0.00002066091,0.000004122295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6611009,"threshold_uncertainty_score":0.3327686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00874303277083623,"score_gpt":0.2810730989304804,"score_spread":0.2723300661596442,"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."}}