{"id":"W2613886180","doi":"","title":"An international regulatory perspective - for class 1 and 2 buildings","year":2016,"lang":"en","type":"article","venue":"eCite Digital Repository (University of Tasmania)","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislature; Architectural engineering; Engineering; Architecture; European union; Business; Civil engineering; Political science; Law; Geography; International trade","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":[],"consensus_categories":[],"category_scores_codex":[0.00002832044,0.0001002969,0.0001551526,0.00008817529,0.00007159248,0.00007279398,0.0002392885,0.0000505754,0.00001514227],"category_scores_gemma":[0.00001076156,0.00009783274,0.0000787711,0.00004131322,0.0001067259,0.001149712,0.00004925526,0.00002307636,0.000002856542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001204264,"about_ca_system_score_gemma":0.00000687951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001271057,"about_ca_topic_score_gemma":0.000003060368,"domain_scores_codex":[0.9994736,0.000006891969,0.00009527712,0.0001908441,0.0001271673,0.0001062107],"domain_scores_gemma":[0.9995291,0.00004412537,0.00005985117,0.0001676821,0.0001272122,0.00007200249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002267963,0.00003957076,0.0079237,0.00004540118,0.0004937499,0.00002329239,0.0006092542,0.0002756843,0.9657097,0.01437858,0.001016166,0.009258096],"study_design_scores_gemma":[0.007998871,0.001064527,0.5770481,0.0004826228,0.0005627807,0.0003377434,0.00886919,0.01249756,0.3058748,0.01559099,0.06700013,0.002672712],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915788,0.0000306282,0.002051851,0.00008067205,0.0002458922,0.00007737939,0.00008095417,0.000104552,0.005749342],"genre_scores_gemma":[0.9982949,0.000009817074,0.0009987451,0.000003701057,0.00008669087,2.502197e-7,0.000006358987,0.00001228346,0.0005872417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6598349,"threshold_uncertainty_score":0.3989503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004605100206113982,"score_gpt":0.1812413132876503,"score_spread":0.1766362130815363,"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."}}