{"id":"W4231595988","doi":"10.3139/120.111480","title":"Fatigue behavior of two notched cutting tool materials – High speed steel and cemented carbide","year":2020,"lang":"en","type":"article","venue":"Materials Testing","topic":"Advanced materials and composites","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"","keywords":"Cemented carbide; Materials science; Finite element method; High-speed steel; Carbide; Machining; Fatigue limit; Fatigue testing; Fracture (geology); Cutting tool; Structural engineering; Composite material; Metallurgy; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001823702,0.0002769333,0.0005553837,0.00004156724,0.0000671021,0.0001338565,0.0001417096,0.00006202877,0.0002153144],"category_scores_gemma":[0.0001609255,0.0002814608,0.00001756333,0.0001243557,0.0000359477,0.0001742639,0.000142778,0.00004933188,0.00000885871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002122069,"about_ca_system_score_gemma":0.00001015603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001726444,"about_ca_topic_score_gemma":0.000001137822,"domain_scores_codex":[0.9985044,0.00004941221,0.0007107081,0.0002683671,0.000145747,0.0003213787],"domain_scores_gemma":[0.999397,0.00009554264,0.0001885629,0.0001718941,0.00006615835,0.0000807991],"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":[0.00002255972,0.00001221133,0.0005918062,0.0004167609,0.00001991014,0.00001664592,0.000154782,0.00113555,0.9969646,0.0001019355,0.0000110203,0.0005522437],"study_design_scores_gemma":[0.0006317304,0.00007587826,0.003109231,0.0001461262,0.0000609827,0.000009672849,0.00003938389,0.0004113574,0.995149,0.00006330602,0.00001526391,0.0002880718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980199,0.00004607674,0.0003210212,0.00002439407,0.0004945191,0.0003714869,0.0001957306,0.0004269254,0.00009991984],"genre_scores_gemma":[0.9812607,0.000006994296,0.01821265,0.00004909508,0.0003062976,0.00003150025,0.00005316759,0.00007407147,0.000005478626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01789163,"threshold_uncertainty_score":0.9999638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04011904853087422,"score_gpt":0.2523541207000397,"score_spread":0.2122350721691655,"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."}}