{"id":"W2781491255","doi":"10.15517/ri.v28i1.29257","title":"Desarrollo de un Modelo Virtual para el Conformado de Aceros Inoxidables","year":2017,"lang":"es","type":"article","venue":"Ingeniería","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Physics; Humanities; Philosophy","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":[0.0002513379,0.0003344902,0.0003055841,0.00008483163,0.0007669574,0.0005353177,0.0005666055,0.0002942183,0.00007215879],"category_scores_gemma":[0.0002428845,0.0003719417,0.0000924748,0.00007319661,0.0001094469,0.0007693015,0.0001705422,0.0003787284,0.00004541383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001908377,"about_ca_system_score_gemma":0.0001684815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009940049,"about_ca_topic_score_gemma":0.00001148906,"domain_scores_codex":[0.9985004,0.0000224635,0.0003317882,0.0002767997,0.0001831794,0.0006853591],"domain_scores_gemma":[0.998855,0.00006105325,0.0002184354,0.0005686161,0.00008857605,0.000208297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007478537,0.00003685454,0.004658347,0.0001811361,0.0001264689,0.00002257335,0.00173542,0.9381378,0.002899509,0.006062467,0.00006594959,0.04599873],"study_design_scores_gemma":[0.001090494,0.00009399701,0.004727,0.0002217657,0.0001152247,0.00002588539,0.0001325093,0.9702207,0.01518603,0.00303046,0.004574267,0.0005817066],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4217193,0.001932845,0.5706342,0.0001154944,0.0003267103,0.0001917502,0.00003608271,0.0002419528,0.00480168],"genre_scores_gemma":[0.9633877,0.001575226,0.03418701,0.0001778276,0.0002822123,0.00003486841,0.00001210801,0.00009537552,0.0002476879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5416684,"threshold_uncertainty_score":0.9998733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524408053914281,"score_gpt":0.2831466444161674,"score_spread":0.2679025638770245,"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."}}