{"id":"W4417465271","doi":"10.21203/rs.3.rs-8258291/v1","title":"High-Temperature Corrosion of Ti6Al4V and In-situ Reinforced Composites Fabricated by Laser Additive Manufacturing","year":2025,"lang":"","type":"preprint","venue":"Research Square","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Society of Intestinal Research","funders":"","keywords":"Corrosion; Oxide; Microstructure; Titanium alloy; Thermogravimetric analysis; Grain boundary; Galvanic corrosion; Titanium","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":[0.0002047131,0.0002857587,0.0003676768,0.0002810291,0.0002999893,0.0003305307,0.0004152111,0.0004384094,0.002349626],"category_scores_gemma":[0.0003592457,0.0002849591,0.0003071229,0.0002561835,0.0002615806,0.0002196537,0.0001588209,0.0004539038,0.0003195727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000451984,"about_ca_system_score_gemma":0.0001829701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002638926,"about_ca_topic_score_gemma":0.004184252,"domain_scores_codex":[0.9995973,0.00002765581,0.00001339186,0.00005571422,0.0001995869,0.0001064508],"domain_scores_gemma":[0.9997262,0.00004060431,0.00005830193,0.00002958805,0.0001180885,0.00002715238],"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":[0.0002808303,0.00002146514,0.0004074617,0.00004356446,0.00001092239,0.00007960882,0.00005422992,0.0003607395,0.9975211,0.00006139035,0.0000833564,0.001075213],"study_design_scores_gemma":[0.000004547003,0.0001435448,0.004043629,0.000002287085,0.00001136928,0.00004224571,0.00004475281,0.001708624,0.9936861,0.00001180143,0.0002965195,0.00000458877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980599,0.000184877,0.0004849222,0.00001974984,0.00002352582,0.000003476147,0.00008487322,0.00003002835,0.00110864],"genre_scores_gemma":[0.9977591,0.00005037759,0.0004285735,0.000007137679,0.000004362219,0.000002888397,0.00007432712,0.00001866363,0.001654511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002638926,"threshold_uncertainty_score":0.007860243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444373913055606,"score_gpt":0.2866926901184406,"score_spread":0.2722489509878845,"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."}}