{"id":"W2492864311","doi":"10.1080/03155986.2016.1197537","title":"Analysis of uncontrollable supply effects on a co-production demand-driven wood remanufacturing mill with alternative processes","year":2016,"lang":"en","type":"article","venue":"INFOR Information Systems and Operational Research","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Remanufacturing; Performance indicator; Production (economics); Time horizon; Process (computing); Quality (philosophy); Planner; Production planning; Supply and demand; Computer science; Environmental economics; Manufacturing engineering; Engineering; Business; Economics; Marketing; Microeconomics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001640002,0.0001542976,0.0002804245,0.001896089,0.0003418181,0.0005892364,0.0001747892,0.00005093645,0.00004271195],"category_scores_gemma":[0.0008964732,0.00009386068,0.00003708247,0.001293282,0.00008658686,0.004395111,0.00008378169,0.00009330859,0.00006965533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001452131,"about_ca_system_score_gemma":0.0001086327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000773919,"about_ca_topic_score_gemma":0.0001122026,"domain_scores_codex":[0.9977903,0.0000425523,0.0004652994,0.0001978699,0.001207004,0.0002969896],"domain_scores_gemma":[0.9969726,0.000407171,0.0002556319,0.0002126729,0.002126877,0.0000250982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003608548,0.000246626,0.1754512,0.01474403,0.005010707,0.00002471166,0.004784301,0.5678244,0.0009273836,0.1816864,0.01611748,0.02957421],"study_design_scores_gemma":[0.01902341,0.001507479,0.1309483,0.005307222,0.001255237,0.00001911604,0.02752081,0.2242879,0.02425745,0.001480684,0.5619245,0.002467838],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731842,0.00007760159,0.005336558,0.001984593,0.0001965195,0.002692608,0.00003942569,0.00006878521,0.01641966],"genre_scores_gemma":[0.9982784,0.00003217176,0.00004938469,0.0002026298,0.0002910641,0.0002931254,0.0001075305,0.000009051092,0.0007366877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5458071,"threshold_uncertainty_score":0.568202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101365455523447,"score_gpt":0.282753644909425,"score_spread":0.2617399903541905,"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."}}