{"id":"W1992421768","doi":"10.1139/l02-043","title":"Contractor integrated technical information service in construction","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"BIM and Construction Integration","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Construction management; Building information modeling; Process (computing); Service (business); Key (lock); Integrated project delivery; Engineering management; Construction industry; Pre-construction services; Process management; Information sharing; Computer science; Engineering; Project management; Construction engineering; Systems engineering; Operations management; Project planning; Computer security; Business; World Wide Web","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":[0.00008655528,0.00009934017,0.0001364211,0.0005711587,0.00001953255,0.00005597882,0.00008885368,0.0001088237,0.0004212314],"category_scores_gemma":[0.00006617548,0.0001033748,0.00003654944,0.000412337,0.00001451504,0.0007074679,0.00000138491,0.0003662276,0.00001729502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002805224,"about_ca_system_score_gemma":0.00007082382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002746132,"about_ca_topic_score_gemma":0.06106512,"domain_scores_codex":[0.9993141,0.000005590622,0.0003914347,0.00003369394,0.00008274776,0.0001723972],"domain_scores_gemma":[0.9995331,0.00001594585,0.0000517802,0.00006231131,0.0001428091,0.0001940809],"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":[0.00001376093,0.00001358545,0.0059476,0.0002315364,0.0001103955,0.00009516331,0.001683602,0.8509652,0.007684484,0.01159706,0.009470104,0.1121875],"study_design_scores_gemma":[0.001920571,0.0000879344,0.02343789,0.0007269529,0.00004294607,0.003180507,0.0007053687,0.7128697,0.001437053,0.0002951492,0.2545229,0.0007729821],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6780911,0.004131062,0.2495743,0.001492194,0.01224525,0.0005863048,0.00009215769,0.0005706488,0.05321696],"genre_scores_gemma":[0.9990919,0.00002895584,0.0007444357,0.00003839434,0.00007658386,0.000002555786,0.000003215322,0.00001028731,0.000003639407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3210008,"threshold_uncertainty_score":0.956068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00526877139542775,"score_gpt":0.1551418098864884,"score_spread":0.1498730384910607,"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."}}