{"id":"W6981395388","doi":"","title":"Efficiency and environmental impact analyses of biomass based power production systems","year":2009,"lang":"en","type":"article","venue":"NPARC","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental impact assessment; Production (economics); Biomass (ecology); Renewable energy; Power (physics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004815437,0.00006400171,0.00007351307,0.00009535017,0.00001531743,0.00001042038,0.00003115655,0.00001978902,0.00006361746],"category_scores_gemma":[0.000004078961,0.00005380237,0.00002353066,0.0001037316,0.00002056699,0.00004294444,0.000004319732,0.00001502047,0.000002992763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000029193,"about_ca_system_score_gemma":0.000002126534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002531197,"about_ca_topic_score_gemma":3.549901e-7,"domain_scores_codex":[0.999636,0.000008158213,0.0001012578,0.00008119248,0.00009418473,0.00007918967],"domain_scores_gemma":[0.9998426,0.000002923886,0.00001876131,0.0001030941,0.000003983647,0.00002863857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006772421,0.00006410912,0.002017156,0.00005158272,0.0000252996,0.000001298923,0.00004871733,0.02790534,0.9673807,0.0001906468,0.00119538,0.001112968],"study_design_scores_gemma":[0.0007369687,0.0004204518,0.1479072,0.00006494837,0.0000727577,0.000007478905,0.0002391947,0.5301443,0.3180737,0.0001047026,0.001856424,0.0003718881],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873165,0.0002346615,0.007241156,0.00003473668,0.0001316305,0.0001508578,0.000007856733,0.00007966634,0.004802919],"genre_scores_gemma":[0.9997976,0.00001358796,0.0001151237,0.000005187722,0.000008981552,0.000001867196,0.00001164695,0.000005015911,0.00004094559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6493071,"threshold_uncertainty_score":0.2193997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159768607702701,"score_gpt":0.243627400253353,"score_spread":0.232029714176326,"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."}}