{"id":"W2091405366","doi":"10.1016/s1359-6462(02)00387-1","title":"Derivation of closure-free crack growth rate under biaxial fatigue loading conditions","year":2002,"lang":"en","type":"article","venue":"Scripta Materialia","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"University of Waterloo","keywords":"Materials science; Crack closure; Paris' law; Growth rate; Composite material; Closure (psychology); Fatigue testing; Structural engineering; Fracture mechanics; Geometry","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001164495,0.0001722259,0.0002082312,0.000108131,0.00006581773,0.00006807299,0.0002062455,0.0001232669,0.001325676],"category_scores_gemma":[0.00005991226,0.0001782128,0.0000566225,0.0001749284,0.00003451726,0.0002910396,0.00003336367,0.00008757278,0.00009652681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003993378,"about_ca_system_score_gemma":0.000004969268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004343799,"about_ca_topic_score_gemma":0.00001425046,"domain_scores_codex":[0.999113,0.00004049179,0.0003262409,0.0001507029,0.0001367351,0.0002328814],"domain_scores_gemma":[0.9994827,0.00000480502,0.00006750807,0.0003206812,0.00006776847,0.00005655857],"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":[0.000009690965,0.00003073081,0.0001410545,0.0001890811,0.00006860628,0.000004947698,0.0003231061,0.00009393653,0.6981134,0.03421557,0.2667495,0.00006043423],"study_design_scores_gemma":[0.002005256,0.000140776,0.006210985,0.0002234824,0.0001312638,0.00001403599,0.0001647732,0.0149401,0.9137877,0.0413041,0.02019795,0.0008795306],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8688918,0.0003855689,0.05478571,0.0007078778,0.06790397,0.000585642,0.0005076078,0.0008602472,0.005371544],"genre_scores_gemma":[0.9976866,0.00003099801,0.0007203631,0.00008533601,0.0002454179,0.00001474662,0.0000797351,0.00004502228,0.001091797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2465515,"threshold_uncertainty_score":0.9995872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03559488456151572,"score_gpt":0.2221583216286967,"score_spread":0.186563437067181,"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."}}