{"id":"W2754630743","doi":"10.3390/f8090352","title":"Environmental Performance of Eastern Canadian Wood Pellets as Measured Through Life Cycle Assessment","year":2017,"lang":"en","type":"article","venue":"Forests","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Université Laval; Canadian Forest Service; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Pellets; Life-cycle assessment; Renewable energy; Pelletizing; Environmental science; Fossil fuel; Biomass (ecology); Environmental impact assessment; Pellet; Renewable fuels; Wood fuel; Wood processing; Waste management; Torrefaction; Primary energy; Production (economics); Engineering; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000446021,0.0001233026,0.0001334542,0.00003022277,0.0001135454,0.00002986642,0.0003622191,0.00007691299,0.0003698054],"category_scores_gemma":[0.00002178589,0.00012502,0.00003926385,0.00002091066,0.00007261028,0.0002283958,0.00005395614,0.00008970918,0.0002299392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023752,"about_ca_system_score_gemma":0.0000693851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002257586,"about_ca_topic_score_gemma":0.006028836,"domain_scores_codex":[0.99929,0.000005256999,0.0001377307,0.0001300567,0.0002001516,0.0002367459],"domain_scores_gemma":[0.9993654,0.000009284606,0.00005332285,0.0003802804,0.00001024396,0.0001814992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006970537,0.0001383933,0.7625802,0.0006631486,0.0003129769,0.0000519141,0.001335379,0.002082261,0.208309,0.0002520649,0.002382524,0.02182254],"study_design_scores_gemma":[0.000886674,0.0001195294,0.5842633,0.0001298585,0.000035739,0.00001037332,0.000108862,0.007539876,0.4012158,0.0002449945,0.00494852,0.0004965144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909375,0.0001275724,0.0000151387,0.0000828365,0.0001879481,0.00009174304,0.00002271055,0.00004143345,0.008493137],"genre_scores_gemma":[0.9996028,0.00003329957,0.0001428888,0.00003248681,0.00003605618,0.000007920654,0.000008849559,0.00002401555,0.0001117154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1929068,"threshold_uncertainty_score":0.5098166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038380228946583,"score_gpt":0.2181270220139636,"score_spread":0.2077432197244977,"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."}}