{"id":"W1615684352","doi":"","title":"DEVELOPMENT OF A STRATEGY FOR ENERGY EFFICIENCY IMPROVEMENT IN A KRAFT PROCESS BASED ON SYSTEMS INTERACTIONS ANALYSIS","year":2009,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Energy Efficiency and Management","field":"Energy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Physics; Philosophy","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"],"consensus_categories":[],"category_scores_codex":[0.0006449177,0.0003422577,0.0005154289,0.001611028,0.0001674886,0.00007761543,0.0004465061,0.0001428492,0.00001931189],"category_scores_gemma":[0.0000608638,0.0003278307,0.0002319178,0.00179339,0.00003191702,0.0001428513,0.00003748944,0.0001589114,0.000001124619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005761209,"about_ca_system_score_gemma":0.0002919246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007364394,"about_ca_topic_score_gemma":0.01890259,"domain_scores_codex":[0.9973701,0.00007167248,0.000936547,0.0005496719,0.0004272478,0.0006447687],"domain_scores_gemma":[0.9986338,0.0001052891,0.0003625943,0.0006059996,0.000148954,0.000143333],"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":[0.0001459739,0.001294321,0.0001880106,0.00006119599,0.0001132516,0.000006723005,0.0002304684,0.8742692,0.005044051,0.08787169,0.00004106864,0.03073403],"study_design_scores_gemma":[0.0008392684,0.0005567866,0.002615508,0.0001105599,0.0001310346,0.000001189548,0.000421644,0.9584211,0.03324128,0.0004731409,0.002793265,0.0003952857],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1170823,0.0001530983,0.8777046,0.0003888329,0.00009343035,0.0007392958,0.00001719587,0.000246555,0.003574761],"genre_scores_gemma":[0.9846806,0.000009710347,0.01252763,0.0006422091,0.00003231574,0.001492135,0.00006807098,0.00002867489,0.0005186403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8675983,"threshold_uncertainty_score":0.9999174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183936277931771,"score_gpt":0.2545894941148504,"score_spread":0.2427501313355327,"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."}}