{"id":"W1995912116","doi":"10.1520/mpc20130030","title":"Effect of Combined Cold Temperature and Fatigue Load on Performance of G40.21 Steel","year":2014,"lang":"en","type":"article","venue":"Materials Performance and Characterization","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Materials science; Ductility (Earth science); Ultimate tensile strength; Composite material; Structural engineering; Drop (telecommunication); Creep; Engineering","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":[0.0002489919,0.0001650796,0.0003102531,0.00005745865,0.00004453642,0.00002566541,0.00005446122,0.0001142015,0.00001679208],"category_scores_gemma":[0.000009692446,0.0001344497,0.00001347175,0.00007383795,0.00002673818,0.0002122135,0.00001671293,0.00006207663,0.000002365371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009544735,"about_ca_system_score_gemma":0.000005272384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001401045,"about_ca_topic_score_gemma":2.625172e-7,"domain_scores_codex":[0.9993434,0.0000335261,0.0002576709,0.0001164067,0.0001258044,0.000123222],"domain_scores_gemma":[0.9996643,0.00002619557,0.00009648225,0.0001405149,0.00004189771,0.00003060162],"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":[0.0001959661,0.000009851218,0.002020437,0.001655096,0.00001151948,8.814528e-8,0.0001357162,0.00009507788,0.9919026,0.00008693565,0.000008026775,0.003878654],"study_design_scores_gemma":[0.0006162808,0.001115736,0.03597729,0.0002760332,0.00001867394,0.000001297309,0.000002372859,0.009664429,0.9520172,7.601525e-7,0.0001834483,0.0001264766],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992512,0.00001738034,0.00004010813,0.000007571138,0.0003393127,0.0002066667,0.00003089302,0.00004042073,0.00006647855],"genre_scores_gemma":[0.9991856,0.0005300159,0.00001541692,0.00002860366,0.00006468486,0.00001550065,0.0001088498,0.00002093843,0.00003036692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03988542,"threshold_uncertainty_score":0.5482699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003670005384257986,"score_gpt":0.178972958951159,"score_spread":0.175302953566901,"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."}}