{"id":"W765355923","doi":"","title":"Topping it up down in NOLA","year":2015,"lang":"en","type":"article","venue":"Roads & bridges/Roads & bridges (Des Plaines, Ill. Online)","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downtown; Tourism; Quarter (Canadian coin); Engineering; Overlay; Civil engineering; Hospitality; Topping; Waterfall; Forensic engineering; Business; Transport engineering; Geography; Archaeology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005613776,0.0008054068,0.0008171906,0.0006706031,0.0002056584,0.0002758755,0.0006513149,0.0004920314,0.0001433806],"category_scores_gemma":[0.0004010331,0.000842118,0.0002473035,0.001167,0.0002565734,0.0009103752,0.000151914,0.0008936882,0.000288601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007908748,"about_ca_system_score_gemma":0.0002348401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00146565,"about_ca_topic_score_gemma":0.00206992,"domain_scores_codex":[0.9960718,0.0001294551,0.001221561,0.0008109232,0.0006812335,0.001085069],"domain_scores_gemma":[0.9977936,0.0001232319,0.0001791636,0.0007929752,0.0006143319,0.000496693],"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":[0.0003858263,0.0007833427,0.1312792,0.0006860049,0.0005113218,0.0004274024,0.00571483,0.1057985,0.009322563,0.005121347,0.1492646,0.590705],"study_design_scores_gemma":[0.007483162,0.0003963145,0.2703461,0.001349973,0.0002557237,0.001801654,0.006281141,0.2401587,0.008224067,0.0008056143,0.4586218,0.004275799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761977,0.002966708,0.006847677,0.001628899,0.004448504,0.0005693568,0.0002638582,0.001347273,0.005729991],"genre_scores_gemma":[0.9915512,0.0008840111,0.001834309,0.0006566478,0.001593807,0.00007258131,0.0007253247,0.000177369,0.002504704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5864292,"threshold_uncertainty_score":0.9994029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03018245851670254,"score_gpt":0.2524007889396691,"score_spread":0.2222183304229666,"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."}}