{"id":"W4289936457","doi":"10.1007/s10853-022-07597-8","title":"Application of cross-rolling and austempering–tempering to the production of rotary cutting tools","year":2022,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Metal Alloys Wear and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"FPInnovations; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations","keywords":"Materials science; Tempering; Ultimate tensile strength; Microstructure; Austempering; Metallurgy; Composite material; Texture (cosmology); Bainite; Toughness; Bending; Deformation (meteorology); Martensite","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":[],"consensus_categories":[],"category_scores_codex":[0.006420454,0.0000711826,0.0002234526,0.0001149853,0.0003831851,0.0001527625,0.0005170651,0.00001165007,0.00007918177],"category_scores_gemma":[0.0005439322,0.00004595035,0.00002815477,0.0002983666,0.000264806,0.0005834237,0.0003293471,0.0000630683,0.000002242206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003623003,"about_ca_system_score_gemma":0.00009698438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005564522,"about_ca_topic_score_gemma":5.913958e-7,"domain_scores_codex":[0.9983495,0.0001146938,0.0006144613,0.0001458353,0.000624244,0.000151249],"domain_scores_gemma":[0.9988413,0.00005209478,0.0006008985,0.000190445,0.0002685572,0.00004666273],"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":[0.00009518265,0.00001390761,0.0005529764,0.00006060269,0.000002021629,4.104672e-7,0.001193996,0.008589053,0.9886997,0.0000813894,0.000006354308,0.0007043934],"study_design_scores_gemma":[0.00005948349,0.0001529342,0.00544038,0.00004616995,0.000007377249,0.0000981929,0.0005771127,0.00005755434,0.9930909,0.00005217802,0.0003652867,0.00005248982],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981364,0.00013195,0.0002038212,0.0002265745,0.001066667,0.0001947375,0.000007970242,0.000005187901,0.0000267131],"genre_scores_gemma":[0.9980896,0.00001078856,0.00167708,0.0000292937,0.0001461933,0.00001145437,1.29213e-7,0.000005656378,0.00002980141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008531498,"threshold_uncertainty_score":0.2947189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03463665717053924,"score_gpt":0.2876140737976309,"score_spread":0.2529774166270917,"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."}}