{"id":"W1486396570","doi":"10.1016/s1566-1369(02)80043-7","title":"The toughness transition curve of a ship steel","year":2002,"lang":"en","type":"book-chapter","venue":"ESIS publication","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Materials science; Toughness; Composite material","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":[0.0001451928,0.0002777289,0.0002121933,0.001217018,0.0004608854,0.0008575043,0.0006915794,0.0005757092,0.01447115],"category_scores_gemma":[0.0009729555,0.0002358368,0.0002623614,0.0008409988,0.0007835038,0.000629539,0.0003890905,0.001170335,0.003129893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000827335,"about_ca_system_score_gemma":0.0008757171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00591812,"about_ca_topic_score_gemma":0.00351755,"domain_scores_codex":[0.9998565,0.000005907611,0.000002890938,0.00002305521,0.00009694396,0.00001483251],"domain_scores_gemma":[0.9997455,0.00008350453,0.00001927171,0.00002460894,0.0001061602,0.00002087482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002061938,0.00008015666,0.001163682,0.0003961161,0.00001654789,0.0007401584,0.0009973228,0.08212142,0.1580066,0.4151531,0.04687028,0.2942483],"study_design_scores_gemma":[0.00002764369,0.0003845346,0.01555889,0.0003556306,0.00001872565,0.002213625,0.0006374619,0.244445,0.05480051,0.205433,0.4760174,0.0001076881],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1011332,0.004736346,0.08208817,0.001314474,0.0006540576,0.000103419,0.001131066,0.001139136,0.8077],"genre_scores_gemma":[0.5828269,0.006148435,0.02457127,0.0004331756,0.000250498,0.00006878435,0.001067574,0.0008917283,0.3837417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01447115,"threshold_uncertainty_score":0.04841077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01935644082615498,"score_gpt":0.1970073226399298,"score_spread":0.1776508818137748,"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."}}