{"id":"W7056583952","doi":"","title":"Global Duplex Stainless Steel Market Insights 2023: A $9.1 Billion Market by 2029 - Focus on United States, Canada, Brazil, Mexico, Germany, Russia, France, China, Japan, South Korea and India","year":2023,"lang":"en","type":"other","venue":"","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Focus (optics); Duplex (building); Market research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004202742,0.000793613,0.0002075201,0.001192437,0.00070952,0.002761269,0.0005834042,0.001155487,0.1381094],"category_scores_gemma":[0.000909392,0.0001785806,0.0004122069,0.001907353,0.0003448486,0.002027388,0.0008347995,0.0009316705,0.06711969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002148926,"about_ca_system_score_gemma":0.004193266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02757983,"about_ca_topic_score_gemma":0.04861826,"domain_scores_codex":[0.9995485,0.00001807577,0.000007534104,0.0000339347,0.0003198274,0.0000721003],"domain_scores_gemma":[0.9994144,0.00002747338,0.00003045772,0.00002019453,0.0003702976,0.0001371371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001108029,0.00004146267,0.0006464212,0.0000914021,0.000004549805,0.00008445383,0.00002986621,0.0002176682,0.001897996,0.01692467,0.917022,0.06292878],"study_design_scores_gemma":[0.0000117571,0.00003401408,0.001657979,0.00002899161,0.000004193816,0.00005741652,0.00008529539,0.000315464,0.001085307,0.001747221,0.9949634,0.000008854227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009374341,0.00220062,0.002841895,0.007156422,0.001810637,0.00009121213,0.02970766,0.0027368,0.9440805],"genre_scores_gemma":[0.04740459,0.00337311,0.0026269,0.003037439,0.0003864605,0.00004353753,0.02539817,0.0007935416,0.9169362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9724202,"threshold_uncertainty_score":0.4620218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003496734186855206,"score_gpt":0.1927210986643689,"score_spread":0.1892243644775137,"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."}}