{"id":"W2008707561","doi":"10.3989/cyv.2002.v41.i2.683","title":"Innovaciones en la gestión y calidad de los revestimientos refractarios en la Compañía Siderúrgica Nacional (Brasil)","year":2002,"lang":"es","type":"article","venue":"Boletín de la Sociedad Española de Cerámica y Vidrio","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Political science; Humanities; Medicine; 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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007987235,0.001182676,0.001647113,0.0007502514,0.001319131,0.002513731,0.002358231,0.001408792,0.002125106],"category_scores_gemma":[0.006203739,0.001100208,0.0007597395,0.002018104,0.001590426,0.0008577597,0.001639233,0.001971804,0.001065255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009177981,"about_ca_system_score_gemma":0.0004988709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003358075,"about_ca_topic_score_gemma":0.00005451799,"domain_scores_codex":[0.9875445,0.004673036,0.001799188,0.001773763,0.002265115,0.001944343],"domain_scores_gemma":[0.984511,0.01195943,0.000993013,0.00139531,0.0005567227,0.0005844955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003616437,0.003046926,0.1728115,0.0008208637,0.001383897,0.002157925,0.02091301,0.00225118,0.007185635,0.2461351,0.4884761,0.05445623],"study_design_scores_gemma":[0.002070554,0.0001137822,0.1995413,0.0006306164,0.0004220852,0.0004225365,0.002285921,0.009783957,0.0001696522,0.00829627,0.7749201,0.00134325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7584965,0.007910675,0.02647947,0.1117757,0.00123186,0.002228754,0.0005257104,0.0009962949,0.09035498],"genre_scores_gemma":[0.9692148,0.003834488,0.01071006,0.004095137,0.0006025457,0.0001887117,0.00002857474,0.000160782,0.01116492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.286444,"threshold_uncertainty_score":0.999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03543836795367734,"score_gpt":0.3385815677139757,"score_spread":0.3031431997602984,"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."}}