{"id":"W945370797","doi":"10.1520/stp13499s","title":"Multiaxial Stress-Strain Notch Analysis","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Strain (injury); Stress (linguistics); Materials science; Structural engineering; Engineering; Philosophy; Biology; Linguistics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003498854,0.0003380268,0.0004190633,0.0002705218,0.00002438015,0.00002947734,0.0001664062,0.0004634359,0.01558105],"category_scores_gemma":[0.000001942897,0.0003188035,0.0003465624,0.00005708052,0.00001350836,0.00003895777,0.00001370862,0.0003886798,0.000527274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003812657,"about_ca_system_score_gemma":0.000009762457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001643325,"about_ca_topic_score_gemma":0.0002980004,"domain_scores_codex":[0.9991072,0.000002676954,0.0002554363,0.0002320906,0.0001990452,0.0002035813],"domain_scores_gemma":[0.9994721,0.00002516309,0.00002829254,0.0003711154,0.00001941822,0.00008387878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004053154,0.00006090423,0.00003091066,0.000424018,0.01831539,0.0004134807,0.0007784044,0.2604602,0.0008638114,0.206493,0.02661054,0.4855088],"study_design_scores_gemma":[0.0004177235,0.0000464333,0.00005745555,0.00009912296,0.00287518,0.000003855263,0.0000145004,0.1005046,0.001203658,0.01101174,0.8819842,0.001781492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001437861,0.0003322649,0.01499344,0.00001717222,0.0002620874,0.0001089616,0.0009648399,0.0004032939,0.9829035],"genre_scores_gemma":[0.06648036,0.001311844,0.003146325,0.0002195474,0.001011035,0.00001040981,0.002952617,0.0002952202,0.9245726],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8553737,"threshold_uncertainty_score":0.9999264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009941732803272022,"score_gpt":0.193105663645499,"score_spread":0.183163930842227,"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."}}