{"id":"W2072810478","doi":"10.3846/13923730.2011.574343","title":"APPLICATION OF NEW INFORMATION TECHNOLOGY ON CONCRETE: AN OVERVIEW / NAUJŲ INFORMACINIŲ TECHNOLOGIJŲ NAUDOJIMAS RUOŠIANT BETONĄ. APŽVALGA","year":2011,"lang":"en","type":"article","venue":"Journal of Civil Engineering and Management","topic":"BIM and Construction Integration","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Information technology; Variety (cybernetics); Computer science; Liquid desiccant; Engineering; Artificial intelligence; Mechanical engineering; Air conditioning","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":[0.001082841,0.0005148263,0.0005788589,0.006115349,0.0006489445,0.004367088,0.0006584005,0.001644072,0.004790432],"category_scores_gemma":[0.001133969,0.0004808226,0.0005003538,0.006682762,0.001182768,0.005129497,0.001290155,0.001432327,0.001808078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001514647,"about_ca_system_score_gemma":0.001911674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001725033,"about_ca_topic_score_gemma":0.001702447,"domain_scores_codex":[0.9989005,0.0002296381,0.0001208192,0.0001679048,0.0004932117,0.00008779239],"domain_scores_gemma":[0.9986413,0.0007890561,0.000108304,0.00006479469,0.0003076524,0.00008892065],"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":[0.00004650457,0.0001059267,0.001601278,0.006296634,0.00005431338,0.0005778463,0.001170848,0.0007614736,0.002651449,0.05043592,0.02222745,0.9140704],"study_design_scores_gemma":[0.00000349335,0.00006394722,0.002587915,0.003473287,0.00004319662,0.001399238,0.0007491925,0.0005844536,0.001216178,0.01053836,0.9792986,0.00004200942],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002177664,0.9672094,0.006089778,0.002667698,0.0006664581,0.00003038943,0.0000512103,0.0000667159,0.02104064],"genre_scores_gemma":[0.01309401,0.9662189,0.009188566,0.0007028931,0.0008218014,0.00004242523,0.000166152,0.00003107497,0.009734287],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006115349,"threshold_uncertainty_score":0.01602554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112397618260346,"score_gpt":0.2023790776438516,"score_spread":0.191139315817817,"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."}}