{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003513631,0.0003805705,0.0002917039,0.001109802,0.007113049,0.002844092,0.0005861229,0.000942748,0.1269468],"category_scores_gemma":[0.0008190863,0.0002535958,0.0004306064,0.0007146904,0.001069198,0.001314815,0.003521059,0.001377437,0.03272873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002108645,"about_ca_system_score_gemma":0.002823557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03983386,"about_ca_topic_score_gemma":0.1811652,"domain_scores_codex":[0.9996463,0.00002927172,0.00001108101,0.00007866901,0.0001132171,0.0001213994],"domain_scores_gemma":[0.9995679,0.00002603746,0.00001473249,0.00003067705,0.0001629359,0.0001977467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004389547,0.0004658344,0.01556381,0.0003383981,0.00002468633,0.00401223,0.01551565,0.0003718533,0.01511557,0.0480765,0.5318947,0.3681818],"study_design_scores_gemma":[0.000005188765,0.00004320354,0.004410901,0.00006230846,0.000004911959,0.0002245327,0.003011602,0.00007956356,0.0004686175,0.0008051326,0.9908687,0.0000153159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03719283,0.000855045,0.004048691,0.01099887,0.004101612,0.0001626043,0.001090585,0.001628963,0.9399208],"genre_scores_gemma":[0.1037723,0.0004097717,0.007877196,0.002203241,0.0002171563,0.00007906775,0.0008452078,0.0004866206,0.8841094],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1269468,"threshold_uncertainty_score":0.4246793,"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."}}