{"id":"W2799933043","doi":"10.2307/4126401","title":"Metallurgical Investigation of an Iron Cable Wire in a Gries-Gendell (Severson) Girder","year":2004,"lang":"en","type":"article","venue":"APT Bulletin","topic":"Metallurgy and Cultural Artifacts","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Smithsonian Institution","keywords":"Girder; Engineering; Geology; Forensic engineering; Structural engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002411762,0.0002370933,0.0002054776,0.002052354,0.00117843,0.0003475788,0.0003811147,0.0008158832,0.001442655],"category_scores_gemma":[0.0005918262,0.0001834687,0.0001590938,0.0004915815,0.0007825296,0.0003374965,0.0004051292,0.0004280497,0.0002795433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004328588,"about_ca_system_score_gemma":0.0003389386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005281284,"about_ca_topic_score_gemma":0.02260485,"domain_scores_codex":[0.9997999,0.00001806298,0.000008878654,0.00004647089,0.0001071826,0.00001962832],"domain_scores_gemma":[0.9996396,0.0001153332,0.00005412683,0.00002779928,0.0001203825,0.00004271193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001068832,0.0002010224,0.1153781,0.0004790649,0.00008505926,0.1369355,0.011958,0.002677988,0.6329309,0.002913408,0.00544868,0.08992349],"study_design_scores_gemma":[0.00007083632,0.002298456,0.632068,0.0003875642,0.0001536619,0.06079299,0.0207179,0.00390878,0.2127205,0.001760699,0.06505226,0.00006832211],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910337,0.0003667297,0.001605468,0.0003027546,0.00006292475,0.00004480864,0.0001340569,0.00004894644,0.006400632],"genre_scores_gemma":[0.9863722,0.000222871,0.004560211,0.0001046905,0.00001563875,0.000008276144,0.00009856836,0.00002102295,0.00859645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005281284,"threshold_uncertainty_score":0.01050109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708802714775697,"score_gpt":0.2652121355352564,"score_spread":0.2381241083874994,"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."}}