{"id":"W4389078393","doi":"10.5151/2594-3626-0036","title":"REVAMP DA UNIDADE DE PRODUÇÃO DE GASES DO AR DA DE PAULÍNIA DA AIR LIQUIDE BRASIL - SUBSTITUIÇÃO DO TRECHO INFERIOR DA COLUNA DE MÉDIA PRESSÃO N67","year":2004,"lang":"pt","type":"article","venue":"ABM Proceedings","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","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","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00487857,0.001157301,0.001390502,0.0008111022,0.001413016,0.00309418,0.002653238,0.0005747135,0.0003881397],"category_scores_gemma":[0.006933028,0.00106133,0.0003865038,0.003196642,0.0009357917,0.002156731,0.001505569,0.0008978926,0.0002653694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096456,"about_ca_system_score_gemma":0.001542409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002486055,"about_ca_topic_score_gemma":0.00026734,"domain_scores_codex":[0.9913747,0.000125986,0.001703053,0.002211983,0.001938656,0.002645563],"domain_scores_gemma":[0.9951435,0.0006373718,0.001148419,0.0009883025,0.001257494,0.0008248938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001642064,0.002680323,0.5792593,0.003116371,0.001224044,0.0007320563,0.05019027,0.001995821,0.01568405,0.02503899,0.240903,0.07753363],"study_design_scores_gemma":[0.01310416,0.002349432,0.4450528,0.008869966,0.002894183,0.0007075378,0.05657569,0.003387305,0.02705533,0.06424213,0.3687664,0.006995069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701571,0.005302085,0.005114765,0.00977375,0.00082381,0.001964366,0.00009231511,0.0005174159,0.006254429],"genre_scores_gemma":[0.9819618,0.002638637,0.004535685,0.003404949,0.0005552165,0.0005043754,0.00001094948,0.0001555447,0.006232809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1342065,"threshold_uncertainty_score":0.999887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07003266220920229,"score_gpt":0.3450577911241375,"score_spread":0.2750251289149352,"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."}}