{"id":"W1915133729","doi":"10.4271/2008-36-0007","title":"The Use of Retardation Models in Crack Propagation Simulation","year":2008,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Materials science","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":[0.0006887752,0.001034041,0.0005625756,0.0008298992,0.0003028767,0.0007282489,0.001344364,0.0008576048,0.001550434],"category_scores_gemma":[0.002081013,0.0005768319,0.0007022223,0.0004694468,0.0006044714,0.001226362,0.0007902168,0.0006925608,0.0007509366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002257,"about_ca_system_score_gemma":0.0005798228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007384914,"about_ca_topic_score_gemma":0.003113164,"domain_scores_codex":[0.9996331,0.0001229067,0.00001627364,0.00004568346,0.0001572136,0.00002481553],"domain_scores_gemma":[0.9991696,0.0005051701,0.00007975598,0.0001040683,0.000107457,0.00003396026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005431204,0.00003148167,0.0005342218,0.00007190505,0.00002229927,0.0000956663,0.00009925301,0.9353313,0.01298443,0.03294379,0.000462129,0.01736923],"study_design_scores_gemma":[0.000005213332,0.00002185696,0.00009537773,0.000007385371,0.000004426692,0.00002115814,0.000004918057,0.9927349,0.001576768,0.003537965,0.001978308,0.0000117407],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03660157,0.001065848,0.950514,0.0002983752,0.00009484583,0.00008871549,0.0001796119,0.0009905086,0.01016664],"genre_scores_gemma":[0.774268,0.002628905,0.2086228,0.0001099734,0.0001119156,0.0003157445,0.0002668768,0.000625331,0.01305033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007384914,"threshold_uncertainty_score":0.0146839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03651691489665827,"score_gpt":0.2393732306944063,"score_spread":0.202856315797748,"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."}}