{"id":"W2105340905","doi":"10.1016/j.energy.2015.05.129","title":"Heat recovery and heat pumping opportunities in a slaughterhouse","year":2015,"lang":"en","type":"article","venue":"Energy","topic":"Process Optimization and Integration","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Reuse; Waste management; Environmental science; Heat recovery ventilation; Refrigeration; Pinch analysis; Natural gas; Engineering; Heat pump; Environmental engineering; Process engineering; Mechanical engineering; Heat exchanger; Process integration","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":[0.00004597509,0.00005896503,0.00006744685,0.00008659431,0.00001065448,0.00003075008,0.00002752571,0.00003580026,0.00001780127],"category_scores_gemma":[0.00001425398,0.00005838161,0.000007773013,0.00006071243,0.000008408432,0.000237541,0.000008610993,0.00003393618,0.000001649731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003726647,"about_ca_system_score_gemma":0.0000152199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001179752,"about_ca_topic_score_gemma":0.0001990791,"domain_scores_codex":[0.9997123,0.000009384569,0.00009173788,0.00005967482,0.00004630848,0.00008062595],"domain_scores_gemma":[0.999868,0.000007804931,0.00000232508,0.00005294189,0.00001769102,0.00005129031],"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":[0.00003335199,0.00002975785,0.000337528,0.00005286764,0.00002332097,0.00002393786,0.001799789,0.9344506,0.001858923,0.008332594,0.01305351,0.04000383],"study_design_scores_gemma":[0.0005023429,0.00004710498,0.00006533645,0.0000668893,0.000003448925,0.00001483197,0.0006865928,0.8995291,0.01118765,0.0008690879,0.08679229,0.000235305],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6109055,0.006437649,0.1681103,0.00151823,0.001659313,0.0001295403,0.00001304935,0.001126158,0.2101002],"genre_scores_gemma":[0.9966308,0.001345936,0.0004460616,0.0003204424,0.00005371423,0.00001375539,0.00002143584,0.00001837566,0.001149453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3857253,"threshold_uncertainty_score":0.2380733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03863433223030754,"score_gpt":0.2101309760648645,"score_spread":0.171496643834557,"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."}}