{"id":"W4292315412","doi":"10.1061/9780784416051","title":"Anchorage Design for Petrochemical and Other Industrial Facilities","year":2022,"lang":"en","type":"book","venue":"American Society of Civil Engineers eBooks","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dow Chemical (Canada)","funders":"","keywords":"Petrochemical; Engineering; Code (set theory); Manufacturing engineering; Construction engineering; Systems engineering; Computer science; Waste management; Set (abstract data type); Programming language","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001186355,0.0002983705,0.0004647991,0.00006496293,0.00005578603,0.00001728707,0.0001248576,0.0002177507,0.0001135325],"category_scores_gemma":[0.00000980603,0.0003385484,0.0002888248,0.00003973037,0.0004206653,0.00002495308,0.00002351239,0.0004801143,6.24236e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001891031,"about_ca_system_score_gemma":0.0001394119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001390851,"about_ca_topic_score_gemma":0.000003282288,"domain_scores_codex":[0.9990466,0.00001446812,0.0002922983,0.0002181235,0.0002088332,0.0002196957],"domain_scores_gemma":[0.9994324,0.0001830924,0.0001072612,0.0001693679,0.00003879709,0.00006906442],"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":[0.0000637233,0.00001042997,0.00001005339,0.0006357349,0.001040454,5.31429e-7,0.004241978,0.004397058,0.002348687,0.004052782,0.9209204,0.06227817],"study_design_scores_gemma":[0.0004761797,0.000159546,4.146008e-7,0.00004979566,0.00008838127,0.000007081273,0.002477649,0.006360233,0.000822685,0.0007030598,0.9884276,0.0004273164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001523432,0.003055878,0.465553,0.00007369828,0.001911745,0.002460106,0.003063836,0.001461468,0.5208969],"genre_scores_gemma":[0.05711297,0.0005238738,0.03096973,0.000653652,0.002675407,0.001486212,0.0004439948,0.0007743478,0.9053598],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4345833,"threshold_uncertainty_score":0.9999067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02268913325100241,"score_gpt":0.2062603068870565,"score_spread":0.183571173636054,"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."}}