{"id":"W7049384509","doi":"","title":"Modeling and Optimization of Biomass Supply Chain for Energy, Chemicals and Materials Productions","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biomass (ecology); Supply chain; Renewable energy; Profitability index; Sustainability; Renewable resource; Biofuel; Energy supply","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000727937,0.001095468,0.001116811,0.0008299347,0.000848065,0.001964526,0.0011425,0.002133133,0.00739804],"category_scores_gemma":[0.001345862,0.0008420428,0.001509327,0.001109671,0.0007736882,0.001126817,0.001057552,0.001128211,0.0006881308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001812589,"about_ca_system_score_gemma":0.002070343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03018711,"about_ca_topic_score_gemma":0.01579742,"domain_scores_codex":[0.9996227,0.0001013245,0.00001762787,0.00008535184,0.00007009933,0.0001028839],"domain_scores_gemma":[0.9994493,0.000289211,0.00006696348,0.00001934284,0.0001251296,0.00005002526],"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":[0.00001704081,0.00001245627,0.0003380446,0.00002381694,0.000008734247,0.00004872881,0.00001321737,0.996078,0.000229124,0.001881506,0.0002076656,0.00114164],"study_design_scores_gemma":[0.000004030001,0.000009571793,0.00007911437,0.000004968874,0.000004253676,0.000004873037,0.00001446941,0.9984308,0.00007863746,0.0009392738,0.000427562,0.000002467152],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.2585541,0.003280046,0.6461879,0.00222546,0.0004810691,0.0003323726,0.002359013,0.0008821779,0.08569781],"genre_scores_gemma":[0.9417665,0.001357906,0.02990976,0.0001264094,0.00004490506,0.000278218,0.000792849,0.0001259187,0.02559753],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03018711,"threshold_uncertainty_score":0.06002277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008055526247048406,"score_gpt":0.2097389950447998,"score_spread":0.2016834687977513,"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."}}