{"id":"W2284185752","doi":"10.4271/2005-01-1332","title":"Experimental Investigation of Springback of Dual-Phase Steels","year":2005,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Dual (grammatical number); Phase (matter); Materials science; Metallurgy; Computer science; Chemistry","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":[0.0005726222,0.0006237227,0.0009647466,0.0003443048,0.000103982,0.00003162654,0.0006182172,0.0006320774,0.0005972037],"category_scores_gemma":[0.0002941518,0.00060229,0.0004014398,0.0006975189,0.0008520081,0.0006878976,0.0002244941,0.0006775243,0.00005363368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002812487,"about_ca_system_score_gemma":0.00004968217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001421466,"about_ca_topic_score_gemma":0.001689111,"domain_scores_codex":[0.9962062,0.00008804392,0.001648005,0.0006103714,0.0008782976,0.0005690383],"domain_scores_gemma":[0.9978543,0.0002736105,0.0003068924,0.001163119,0.0001216802,0.0002803968],"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":[0.0001185869,0.0002760335,0.00007931086,0.0001137195,0.00004485759,0.000005170196,0.00007619863,0.0003164022,0.9791834,0.01584728,0.0008996261,0.003039365],"study_design_scores_gemma":[0.001522443,0.001762049,0.4501506,0.0004151814,0.00007943347,0.00003989219,0.00009104581,0.000003429279,0.5273824,0.002248929,0.01545191,0.0008526759],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758552,0.0005174499,0.000005090768,0.0002863446,0.0001397483,0.0008541968,0.00005631047,0.002826238,0.01945947],"genre_scores_gemma":[0.9837512,0.0001059518,0.01532498,0.0002161804,0.000109978,0.0001525836,0.00004173649,0.000138535,0.0001588754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4518011,"threshold_uncertainty_score":0.9996428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01859337268883809,"score_gpt":0.2792150544098621,"score_spread":0.260621681721024,"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."}}