{"id":"W2043255546","doi":"10.1002/stab.201201618","title":"Brandschutzbeschichtungen auf Stahl – Haltbarkeit und Weiterentwicklungen","year":2013,"lang":"de","type":"article","venue":"Stahlbau","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Weyerhauser (Canada)","funders":"","keywords":"Art; Humanities","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001683778,0.0005598424,0.0002610628,0.002055561,0.0004996753,0.001924796,0.0004662039,0.000824697,0.02033212],"category_scores_gemma":[0.002313524,0.0003614358,0.0006822064,0.001059458,0.0006455486,0.001073951,0.0007523241,0.0006064129,0.003185592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252092,"about_ca_system_score_gemma":0.0004548151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005461274,"about_ca_topic_score_gemma":0.004163007,"domain_scores_codex":[0.9983523,0.0002283018,0.00006452353,0.0001729044,0.0009938896,0.000188172],"domain_scores_gemma":[0.9979576,0.0007237174,0.0002626726,0.0001981371,0.0007578131,0.000100066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002292272,0.0008380485,0.03310017,0.000609723,0.0001078485,0.0007110025,0.002272411,0.07539307,0.4130567,0.006827916,0.003243821,0.461547],"study_design_scores_gemma":[0.00006459519,0.004239868,0.1070876,0.000303241,0.0001920956,0.0007601712,0.003276805,0.07302879,0.7305642,0.005280756,0.07494803,0.0002539041],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594574,0.002595156,0.009110533,0.0002097243,0.00005954371,0.00006733367,0.0003590343,0.0003849485,0.02775621],"genre_scores_gemma":[0.9859601,0.0007417286,0.003831011,0.00003504425,0.00001069943,0.00002232552,0.0002293261,0.00006475142,0.00910484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02033212,"threshold_uncertainty_score":0.06801772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008622107361512659,"score_gpt":0.2331902356594365,"score_spread":0.2245681282979238,"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."}}