{"id":"W2910588149","doi":"10.33412/pri.v9.1.2064","title":"Efecto de la corriente y longitud de arco en soldadura por arco eléctrico en CO2 mediante simulación numérica","year":2018,"lang":"es","type":"article","venue":"Prisma Tecnológico","topic":"Metal Alloys Wear and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Physics; Humanities; Art","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003772998,0.0008080385,0.0009661529,0.0003882328,0.0005539951,0.0009452039,0.001675237,0.0006947119,0.002636237],"category_scores_gemma":[0.002527091,0.000667519,0.0003644983,0.0007156724,0.001229078,0.0004856185,0.0008549488,0.0008204535,0.004553187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003292372,"about_ca_system_score_gemma":0.0006208862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007055237,"about_ca_topic_score_gemma":0.00002854879,"domain_scores_codex":[0.9930682,0.001977541,0.0009947388,0.001168606,0.0009687124,0.001822183],"domain_scores_gemma":[0.9958695,0.001600521,0.0004540671,0.001170104,0.0002965833,0.0006092844],"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":[0.002049771,0.001558892,0.07344921,0.001239132,0.0004690927,0.0008464596,0.02808761,0.0002197017,0.842425,0.005818082,0.02228154,0.02155555],"study_design_scores_gemma":[0.003546248,0.002398933,0.04262258,0.001032908,0.0005266001,0.0005696176,0.00122422,0.02559028,0.6264603,0.00551023,0.2878541,0.002664069],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977287,0.001713475,0.002385141,0.001093019,0.001756411,0.0008310152,0.0001263432,0.0005859686,0.01422161],"genre_scores_gemma":[0.9881986,0.0007037258,0.003800859,0.0007205767,0.00184441,0.00008115899,0.0000182279,0.0001418706,0.004490618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2655725,"threshold_uncertainty_score":0.9995776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009084399395608702,"score_gpt":0.2728484206132967,"score_spread":0.263764021217688,"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."}}