{"id":"W2624113255","doi":"","title":"A Techno-economic Assessment of Biomass Co-firing in Western Canada","year":2014,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Biomass (ecology); Environmental science; Natural resource economics; Agricultural economics; Economics; Geology","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":[0.0003769106,0.0001177848,0.0001840628,0.0005776139,0.00006911856,0.00001826969,0.0003250501,0.00006676056,0.0001257995],"category_scores_gemma":[0.00001146295,0.0001434144,0.00003542858,0.0003880673,0.00008811185,0.0001441853,0.0001555952,0.0002016965,0.0000104131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006502348,"about_ca_system_score_gemma":0.0002286085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1624999,"about_ca_topic_score_gemma":0.2964878,"domain_scores_codex":[0.9987687,0.00006970651,0.0001856535,0.0002074608,0.0003756423,0.0003928149],"domain_scores_gemma":[0.9994602,0.00004907512,0.00003554315,0.000276667,0.00005058894,0.0001279151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004007012,0.0001840943,0.8844739,0.001030055,0.0002519775,0.0005862485,0.0001492375,0.02916778,0.002429751,0.05459218,0.02334182,0.003752854],"study_design_scores_gemma":[0.002677776,0.0002321942,0.5858707,0.0002525628,0.00002403749,0.000004283296,0.002240784,0.0520143,0.007812273,0.0001432556,0.3479278,0.0008000398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9320306,0.000006148349,0.001823645,0.0003539433,0.0001091714,0.0003539868,0.00003979122,0.0001231959,0.06515959],"genre_scores_gemma":[0.9984182,0.00003671885,0.0001396449,0.000005626867,0.00001375834,0.000001741495,0.0000294936,0.00001696232,0.001337828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.324586,"threshold_uncertainty_score":0.8430771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264313105416667,"score_gpt":0.2617634066454433,"score_spread":0.2491202755912766,"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."}}