{"id":"W2270997526","doi":"10.24084/repqj12.539","title":"Implementation of a Forest Biomass-based Biofuel Industry: A Canadian Experience","year":2017,"lang":"en","type":"article","venue":"Renewable Energy and Power Quality Journal","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Biofuel; Biomass (ecology); Agroforestry; Environmental science; Bioenergy; Agricultural economics; Biomass fuels; Forestry; Business; Pulp and paper industry; Waste management; Geography; Engineering; Agronomy; Economics; Biology","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":[0.0002765819,0.00009133339,0.0001165548,0.0001202424,0.0003492367,0.000105977,0.0001340142,0.0001488265,0.0003142728],"category_scores_gemma":[0.00001640675,0.00008334251,0.00003867016,0.00005262957,0.00008116657,0.000220156,0.00001362894,0.000109135,6.175705e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005650247,"about_ca_system_score_gemma":0.0001208305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.180356,"about_ca_topic_score_gemma":0.1342862,"domain_scores_codex":[0.9993349,0.00003417958,0.0002217772,0.00009936505,0.0001198384,0.0001899195],"domain_scores_gemma":[0.9994072,0.000006670949,0.0001200516,0.0001942652,0.00005476751,0.0002170201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005546859,0.00004867655,0.9297265,0.0002293893,0.0001278659,0.00002379463,0.001219315,0.001795729,0.04445863,0.0007589974,0.006960171,0.0145954],"study_design_scores_gemma":[0.002356491,0.0002012747,0.391326,0.0001137021,0.0000299034,0.0001024662,0.003358653,0.001196069,0.3081015,0.00152755,0.2910253,0.000661068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996237,0.0002420363,0.0009852489,0.0006182804,0.0006023921,0.00002804698,0.00001904655,0.00001826466,0.001249648],"genre_scores_gemma":[0.9994727,0.00008827229,0.0001317246,0.00008129048,0.00008060948,0.000001805269,0.000005177425,0.000007360271,0.0001311112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5384005,"threshold_uncertainty_score":0.8815108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02698485353571007,"score_gpt":0.296661893807379,"score_spread":0.2696770402716689,"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."}}