{"id":"W2614204423","doi":"","title":"System analysis and life cycle assessment of forest supply chains with integrated biomass production","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supply chain; Environmental science; Life-cycle assessment; Bioenergy; Biomass (ecology); Renewable energy; Greenhouse gas; Fossil fuel; Raw material; Energy supply; Production (economics); Environmental engineering; Business; Waste management; Engineering; Ecology","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":[0.001191143,0.001093076,0.0007721591,0.001408416,0.0006298964,0.001512486,0.0007063668,0.001146535,0.004427299],"category_scores_gemma":[0.001911341,0.0005792445,0.001828773,0.001242388,0.000435669,0.0009812337,0.0007574643,0.0008345461,0.0002928324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002573363,"about_ca_system_score_gemma":0.001780756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05370525,"about_ca_topic_score_gemma":0.02829332,"domain_scores_codex":[0.9995604,0.0001773292,0.00002297539,0.00007591528,0.00007388183,0.00008949974],"domain_scores_gemma":[0.9986292,0.0009161427,0.0001300679,0.00004187696,0.0002301933,0.00005248261],"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":[0.00003618174,0.00002083084,0.001513762,0.00003779222,0.00003093248,0.00004647724,0.00002724491,0.9958501,0.0003704468,0.000535829,0.00004599998,0.001484384],"study_design_scores_gemma":[0.000007843923,0.00006144181,0.001018364,0.00000707225,0.00002160203,0.000007737935,0.00005186166,0.9978787,0.0002004165,0.0005117545,0.000225958,0.000007197775],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306462,0.0004752711,0.0564869,0.0001795885,0.00002370597,0.0003628833,0.001964392,0.0002068664,0.009654111],"genre_scores_gemma":[0.9853087,0.0002596383,0.01065433,0.00001585209,0.000004639929,0.0002542251,0.0008391807,0.00002142339,0.002642024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05370525,"threshold_uncertainty_score":0.1067853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006301676368548923,"score_gpt":0.2376069973040962,"score_spread":0.2313053209355473,"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."}}