{"id":"W1997230641","doi":"10.1115/pvp2007-26071","title":"A Critical Review of ASME BTH-1-2005 in the Design and Analysis of Vessel Lifting Lugs","year":2007,"lang":"en","type":"review","venue":"Volume 1: Codes and Standards","topic":"Mechanical Failure Analysis and Simulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering; National standard; Statutory law; Mechanical engineering; Current (fluid); Phrase; Structural engineering; Construction engineering; Electrical engineering; Computer science; Law; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005158478,0.0002484494,0.002200609,0.0003627718,0.00003686119,0.00003651017,0.0001513164,0.0001893359,0.0001067919],"category_scores_gemma":[0.0006556942,0.0001654022,0.0003907683,0.001152288,0.00006403391,0.00005533346,0.00003124981,0.000253544,3.120479e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005825307,"about_ca_system_score_gemma":0.00007103906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001947287,"about_ca_topic_score_gemma":0.00002714892,"domain_scores_codex":[0.9976133,0.0002984741,0.001060075,0.0002321281,0.000578524,0.0002175721],"domain_scores_gemma":[0.9983689,0.0009113201,0.0001477301,0.0002808782,0.0002244495,0.00006674708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007005493,0.00003178332,0.00002783605,0.08867697,0.001211992,0.000008272224,0.0001173317,0.0005244871,0.000001852373,0.001729544,0.001014107,0.9066488],"study_design_scores_gemma":[0.00009608907,0.00005508408,0.00002585392,0.02813102,0.008732293,0.000004101876,0.00002564239,0.08762398,9.168693e-7,0.00007850167,0.8749662,0.0002603223],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001300295,0.9223893,0.07685992,0.00002685867,0.00001831918,0.0002660439,0.0002138859,0.00001117295,0.000201505],"genre_scores_gemma":[0.001759866,0.9965973,0.001509783,0.00002762233,0.00002422407,0.00001190178,0.00004164198,0.00001885947,0.000008833495],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9063885,"threshold_uncertainty_score":0.6744908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04935629087611954,"score_gpt":0.3551319421856972,"score_spread":0.3057756513095776,"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."}}