{"id":"W2010842472","doi":"10.4028/www.scientific.net/msf.753.538","title":"Anisotropy of Mechanical Properties of API-X70 Spiral Welded Pipe Steels","year":2013,"lang":"en","type":"article","venue":"Materials science forum","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Essar Steel Algoma (Canada)","funders":"","keywords":"Charpy impact test; Materials science; Acicular ferrite; Austenite; Metallurgy; Bainite; Microstructure; Martensite; Toughness; Ferrite (magnet); Anisotropy; Texture (cosmology); Thermomechanical processing; Welding; Composite material","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":[0.0002857527,0.0002612371,0.0001798573,0.0004904509,0.0001753634,0.0002692467,0.0001871964,0.0002432143,0.001671678],"category_scores_gemma":[0.0005639715,0.0002898926,0.0001418339,0.0002794219,0.0002925352,0.0001436189,0.0001363315,0.0002129592,0.0002605881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003037421,"about_ca_system_score_gemma":0.000158762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002874635,"about_ca_topic_score_gemma":0.003978421,"domain_scores_codex":[0.999737,0.00001820361,0.00001576882,0.00004627983,0.0001352875,0.00004755849],"domain_scores_gemma":[0.9994805,0.00007343131,0.0001409469,0.00003574635,0.0002032351,0.0000660504],"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":[0.0001609072,0.000008292259,0.002873099,0.00002389985,0.00000585236,0.00007709988,0.00005289717,0.0006004845,0.9950566,0.0000438948,0.00003500981,0.001062082],"study_design_scores_gemma":[0.0000224597,0.0009054558,0.2624197,0.000008403262,0.00002679615,0.0003780629,0.0002486315,0.006054905,0.7286528,0.00006133367,0.001191047,0.00003032972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986039,0.00005458554,0.0004054266,0.000008384593,0.000001980347,0.000004478244,0.0001113158,0.00002206983,0.0007878212],"genre_scores_gemma":[0.999275,0.00002302149,0.0001707366,0.000003705692,0.000001165225,0.000002402067,0.0001048406,0.000005858804,0.0004132853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002874635,"threshold_uncertainty_score":0.005715787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214405361399388,"score_gpt":0.1948019441536224,"score_spread":0.1826578905396285,"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."}}