{"id":"W7036212141","doi":"","title":"Biofuels and biorefinery development in Canada: The question of sustainability","year":2007,"lang":"en","type":"other","venue":"eCommons (Cornell University)","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biorefinery; Biofuel; Sustainability; Biomass (ecology); Sustainable development; Agriculture; Production (economics)","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":[0.0004002234,0.0004965895,0.0002680999,0.002068999,0.003810724,0.00313641,0.0005773228,0.0007698488,0.007771133],"category_scores_gemma":[0.0005050758,0.0001912523,0.0002605285,0.005990665,0.001197317,0.001057922,0.0007700733,0.0008053903,0.000569123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06763059,"about_ca_system_score_gemma":0.1261541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9897827,"about_ca_topic_score_gemma":0.9956971,"domain_scores_codex":[0.9992823,0.00002960618,0.00001631041,0.00003789542,0.0003894193,0.0002444442],"domain_scores_gemma":[0.9994438,0.00002263408,0.00001999806,0.00000976982,0.0003578858,0.0001457782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000102571,0.00009943686,0.00884395,0.001609261,0.00003655741,0.0009250427,0.00142805,0.003573229,0.003771316,0.1411209,0.2526994,0.5857903],"study_design_scores_gemma":[0.00001063573,0.00001859146,0.01930948,0.0005831944,0.00002529454,0.0001799134,0.001467802,0.0008170563,0.001254804,0.01002826,0.9662685,0.00003648584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03340677,0.3524821,0.002868888,0.04563683,0.0009289406,0.000133382,0.002192147,0.0002667594,0.5620843],"genre_scores_gemma":[0.2158025,0.4566756,0.006245003,0.005719495,0.0002143445,0.00005737233,0.001710558,0.00009562643,0.3134795],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06763059,"threshold_uncertainty_score":0.4906965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918823448605639,"score_gpt":0.1816595381604032,"score_spread":0.1624713036743468,"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."}}