{"id":"W4387659482","doi":"","title":"S&OP NETWORK MODEL FOR COMMODITY LUMBER PRODUCTS","year":2014,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Commodity; Computer science; Business; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008117406,0.0007466524,0.0009722252,0.0007165826,0.0006552991,0.0020162,0.002456558,0.002827746,0.03159979],"category_scores_gemma":[0.002746582,0.0005340157,0.001008073,0.001155982,0.0009691733,0.002748537,0.00109736,0.001699834,0.002340585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00288563,"about_ca_system_score_gemma":0.002084938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05805446,"about_ca_topic_score_gemma":0.0411386,"domain_scores_codex":[0.9996917,0.00009396599,0.000009507458,0.00006441051,0.00004496729,0.00009540842],"domain_scores_gemma":[0.9989082,0.0005946492,0.00009887647,0.00005907902,0.0002094785,0.0001298215],"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":[0.00006459543,0.00001972798,0.0003006192,0.00003813643,0.00001391041,0.00009267961,0.00002841601,0.9255704,0.000208559,0.06380823,0.006266043,0.003588761],"study_design_scores_gemma":[0.00001473303,0.00001151555,0.0001052067,0.0000114224,0.000008784407,0.00001587542,0.00002970183,0.9846957,0.00005941456,0.0127626,0.002278457,0.000006554931],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1989453,0.002373159,0.5177652,0.009455237,0.0008680673,0.0003050362,0.01648813,0.001031431,0.2527684],"genre_scores_gemma":[0.7832729,0.001338036,0.02780405,0.0003942027,0.0001375172,0.0003328712,0.002838658,0.0002397432,0.183642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05805446,"threshold_uncertainty_score":0.115433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01986675220961398,"score_gpt":0.2313324728337738,"score_spread":0.2114657206241598,"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."}}