{"id":"W3203595498","doi":"10.15517/ring.v7i1.7684","title":"REFRIGERANTE 22: UNA ALTERNATIVA PARA NUEVOS SISTEMAS DE REFRIGERACIÓN COMERCIAL CON TEMPERATURAS MEDIA Y BAJA","year":2011,"lang":"es","type":"article","venue":"Ingeniería","topic":"Stress and Burnout Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.001149785,0.0007662394,0.001031963,0.000522861,0.0005199428,0.0003490912,0.001303174,0.0008639622,0.02120214],"category_scores_gemma":[0.0003966352,0.0006813378,0.000437517,0.000616601,0.000643636,0.0002616405,0.0002859657,0.001639226,0.001786594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003259394,"about_ca_system_score_gemma":0.0003578545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002812049,"about_ca_topic_score_gemma":0.0001173369,"domain_scores_codex":[0.9936807,0.001124358,0.001132336,0.001230728,0.0009872187,0.001844614],"domain_scores_gemma":[0.9963978,0.0006996225,0.0004410424,0.001389215,0.0003915613,0.00068074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01195196,0.005130764,0.4721138,0.003068377,0.005908066,0.01344862,0.1225301,0.000004449564,0.1131777,0.05521581,0.06819136,0.1292591],"study_design_scores_gemma":[0.0112228,0.001769696,0.6853659,0.005864848,0.0008425451,0.0007721463,0.004711085,0.0003953541,0.07053222,0.004656945,0.2097558,0.00411072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8856458,0.01339615,0.00006535546,0.0006474601,0.002813083,0.0008270987,0.0003188808,0.0001706444,0.09611551],"genre_scores_gemma":[0.9884129,0.0013659,0.0004609281,0.0005531666,0.002333786,0.0001545456,0.00007067734,0.0001519119,0.006496196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.213252,"threshold_uncertainty_score":0.9995638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09383358311299979,"score_gpt":0.3807975655776325,"score_spread":0.2869639824646327,"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."}}