{"id":"W4221097183","doi":"10.18280/rcma.320102","title":"Mechanical, Corrosion Resistance Properties and Various Applications of Titanium and Its Alloys: A Review","year":2022,"lang":"en","type":"review","venue":"Revue des composites et des matériaux avancés","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Corrosion; Titanium; Metallurgy; Aluminium; Vanadium; Toughness; Structural material; Titanium alloy; Specific strength; Tribology; Precipitation; Raw material; Composite material; Alloy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007333435,0.0005802122,0.002021381,0.0001366293,0.0004354407,0.0001638377,0.0005940981,0.000194175,0.0003139991],"category_scores_gemma":[0.0001507007,0.0004153344,0.0002222095,0.0003423508,0.0003630868,0.0002554533,0.0006374234,0.0003871675,0.00004689497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001252029,"about_ca_system_score_gemma":0.0001579998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001864809,"about_ca_topic_score_gemma":0.00006221682,"domain_scores_codex":[0.9969582,0.0005381339,0.00104187,0.0007991629,0.0002793425,0.0003832702],"domain_scores_gemma":[0.9980076,0.0003313165,0.000696483,0.0006451337,0.0001758313,0.0001436266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001144085,0.0001815448,0.000002050213,0.7296522,0.0001358692,0.00003928905,0.0006616204,0.000009215109,0.1077553,0.006499012,0.00115322,0.1537962],"study_design_scores_gemma":[0.0001284103,0.0001463895,8.929004e-7,0.04670067,0.0008068215,0.0005494333,0.00001947256,0.00001551297,0.001748454,0.0005091893,0.9488444,0.0005302908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000440095,0.9959506,0.0009033484,0.00005604911,0.0001475621,0.002086246,0.0003026695,0.0001114428,0.0003980168],"genre_scores_gemma":[0.00007003019,0.9833746,0.01449071,0.0001441308,0.00006334238,0.000646007,0.00008338302,0.0001003554,0.001027436],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9476913,"threshold_uncertainty_score":0.9998298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1133432837019982,"score_gpt":0.3020724300450509,"score_spread":0.1887291463430527,"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."}}