{"id":"W7033805653","doi":"","title":"Review of Current Developments on High Strength Pipeline Steels for HIC Inducing Service","year":2022,"lang":"en","type":"article","venue":"Frattura ed Integrità Strutturale","topic":"Working Capital and Financial Performance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Pipeline (software); Cracking; High-strength low-alloy steel; Pipeline transport; Alloy; Process (computing); Current (fluid)","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":[0.0007779714,0.0008949025,0.001145526,0.003494529,0.0003013449,0.001120325,0.0009094765,0.0009005042,0.006477216],"category_scores_gemma":[0.0009969197,0.0005149021,0.000794121,0.004076744,0.0002933409,0.001750213,0.0004531496,0.000713504,0.002723678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006357757,"about_ca_system_score_gemma":0.001386575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002057142,"about_ca_topic_score_gemma":0.002576577,"domain_scores_codex":[0.9996394,0.00004774015,0.00007543903,0.00007021458,0.0001418212,0.0000254087],"domain_scores_gemma":[0.999139,0.0003771483,0.0001591467,0.00002097251,0.0002620317,0.00004178374],"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":[0.0001261951,0.0001136322,0.0004125847,0.06768753,0.0001569209,0.0002332213,0.0001260106,0.001490275,0.00522618,0.006921127,0.03399301,0.8835133],"study_design_scores_gemma":[0.000007811146,0.0001591271,0.001215794,0.005505646,0.0001454772,0.0004212245,0.00008036737,0.000222296,0.001192018,0.001140726,0.9898829,0.00002665822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004218782,0.9960253,0.0004208456,0.0001989566,0.0002461491,0.00001124036,0.00007040548,0.00001714357,0.002588065],"genre_scores_gemma":[0.00145032,0.9966383,0.0004859054,0.00012037,0.0001984508,0.00001036164,0.0001049252,0.000004685093,0.0009866134],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006477216,"threshold_uncertainty_score":0.02166843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02879544028143708,"score_gpt":0.2542822686336266,"score_spread":0.2254868283521896,"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."}}