{"id":"W3037443511","doi":"10.1016/j.matlet.2020.128198","title":"Low cycle fatigue crack initiation in Ti-5Al-5Mo-5V-3Cr in relation to local crystallographic orientations","year":2020,"lang":"en","type":"article","venue":"Materials Letters","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Materials science; Microstructure; Titanium alloy; Alloy; Crystallography; Slip (aerodynamics); Crack closure; Anisotropy; Fatigue testing; Low-cycle fatigue; Lüders band; Paris' law; Metallurgy; Composite material; Condensed matter physics; Fracture mechanics; Thermodynamics; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002840568,0.0001917219,0.0002692027,0.0001967947,0.00007610525,0.0001932463,0.0002069756,0.0001002837,0.0008285758],"category_scores_gemma":[0.00009275992,0.0001844313,0.00003200834,0.0004728555,0.00008016732,0.0005199804,0.00007450634,0.00009862016,0.0002911917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008919994,"about_ca_system_score_gemma":0.00003055116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003733696,"about_ca_topic_score_gemma":0.0002805191,"domain_scores_codex":[0.9982711,0.0002250143,0.000548492,0.0004049472,0.0002143801,0.0003360885],"domain_scores_gemma":[0.9995389,0.0000410875,0.0001169893,0.0001779516,0.00003474892,0.00009031331],"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":[0.0001371425,0.00001916369,0.001577185,0.00005745972,0.000002455292,0.00001996383,0.003952212,0.005269027,0.9882439,0.0001244704,0.000524877,0.00007217046],"study_design_scores_gemma":[0.0007492074,0.00009827075,0.07112367,0.00009931514,0.000009391923,0.000004361949,0.0003562333,0.00007232664,0.9263852,0.0002240148,0.0005335564,0.0003444364],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883304,0.0000163297,0.0035403,0.006866651,0.0005930443,0.0004323549,0.000067953,0.00008352708,0.00006941964],"genre_scores_gemma":[0.9912742,0.000004322505,0.001078736,0.00732468,0.0001485893,0.00006145966,0.00007562409,0.00002738443,0.000004969044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06954648,"threshold_uncertainty_score":0.9072324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827291995548619,"score_gpt":0.2342404715542466,"score_spread":0.2159675515987604,"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."}}