{"id":"W2085532025","doi":"10.1016/j.applthermaleng.2004.07.023","title":"The potential for energy savings when reducing the water consumption in a Kraft Pulp Mill","year":2004,"lang":"en","type":"article","venue":"Applied Thermal Engineering","topic":"Process Optimization and Integration","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Mill; Pinch analysis; Energy consumption; Waste management; Environmental science; Pulp and paper industry; Pinch; Pulp mill; Kraft process; Evaporation; Kraft paper; Water consumption; Excess heat; Environmental engineering; Paper mill; Process integration; Engineering; Process engineering; Nuclear engineering; Mechanical engineering; Thermodynamics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001576276,0.0001417287,0.00009196214,0.00005220484,0.0001132413,0.00007821312,0.0001596981,0.00006807,0.00001488113],"category_scores_gemma":[0.00000834721,0.00007730936,0.00003957049,0.00005143951,0.0000185068,0.0001072086,0.00001892274,0.0001315449,0.00001035984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008609414,"about_ca_system_score_gemma":0.000006769451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002482004,"about_ca_topic_score_gemma":0.00001590335,"domain_scores_codex":[0.9992996,0.000003879129,0.0002027824,0.0001200929,0.0000904054,0.0002832068],"domain_scores_gemma":[0.9997667,0.00003240879,0.00001617762,0.0001381836,0.00001836431,0.00002816072],"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":[0.000009309359,0.000003766879,7.051047e-7,0.00001727782,0.00001378957,3.051307e-7,0.0005250099,0.8431246,0.1476372,0.005478635,0.0000172613,0.003172125],"study_design_scores_gemma":[0.0006962126,0.00001037147,0.00008891349,0.0000324481,0.00001330229,0.000005056677,0.00008062501,0.7803615,0.2125045,0.0008239063,0.005157638,0.0002255191],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2065133,0.0004800075,0.7902959,0.0005423723,0.0005202459,0.0004681986,0.000004139762,0.0004465341,0.0007292437],"genre_scores_gemma":[0.9978261,0.00008424082,0.001561817,0.000062792,0.0001147864,0.0002427124,0.00001906651,0.00004364907,0.00004482354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7913128,"threshold_uncertainty_score":0.3152584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004292215507534398,"score_gpt":0.1711330257183234,"score_spread":0.166840810210789,"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."}}