{"id":"W4391566295","doi":"10.1007/978-3-031-50349-8_16","title":"Effects of Friction and Deformation Heating on Additively Manufactured M789 Steel During Hot Compression Tests","year":2024,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Materials science; Deformation (meteorology); Compression (physics); Composite material; Metallurgy","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":[0.0004319517,0.0004804559,0.0007553765,0.000588808,0.001173438,0.0005691197,0.000772536,0.0007854907,0.006496648],"category_scores_gemma":[0.001329891,0.0004075711,0.0004585421,0.000918159,0.0008134131,0.0005626949,0.0004136324,0.0007051253,0.0006208657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008924477,"about_ca_system_score_gemma":0.0004171887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004857372,"about_ca_topic_score_gemma":0.01077024,"domain_scores_codex":[0.9992357,0.00007027067,0.0000381311,0.00008903453,0.0003778946,0.0001890341],"domain_scores_gemma":[0.9989315,0.0005907196,0.00007902038,0.00009179778,0.0002489465,0.00005788996],"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":[0.00609303,0.0001943989,0.003694077,0.0003543825,0.00004188627,0.0008967157,0.001122991,0.003514425,0.9650796,0.0003307473,0.001225638,0.01745218],"study_design_scores_gemma":[0.00003490184,0.001119579,0.03469186,0.00003143366,0.00003948572,0.0002097452,0.0005233461,0.004200842,0.9574307,0.00006751298,0.001613518,0.00003700426],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962841,0.0004004134,0.000398581,0.00004289608,0.00003324731,0.00002211155,0.0003561917,0.00006128808,0.002401229],"genre_scores_gemma":[0.997285,0.00009945286,0.0002567927,0.00001556239,0.000007434654,0.000009576805,0.0002432431,0.00003303158,0.002049862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006496648,"threshold_uncertainty_score":0.0217334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008594589701393705,"score_gpt":0.199218503656831,"score_spread":0.1906239139554373,"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."}}