{"id":"W3145891326","doi":"","title":"What are the prospects for deploying advanced biofuels in Canada","year":2018,"lang":"en","type":"article","venue":"","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biofuel; Business; Biotechnology; Biology","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":[0.002136189,0.0004064727,0.0004192327,0.001061044,0.006291636,0.006468623,0.001312888,0.001825635,0.01258617],"category_scores_gemma":[0.004237712,0.0002146553,0.0007825024,0.002600832,0.001626511,0.00260425,0.001075094,0.00231675,0.001058828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0893766,"about_ca_system_score_gemma":0.2725517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960919,"about_ca_topic_score_gemma":0.9982817,"domain_scores_codex":[0.997866,0.0001097386,0.00003825121,0.000143765,0.0006730328,0.001169182],"domain_scores_gemma":[0.9922037,0.0003833832,0.0002352992,0.00008382455,0.005163813,0.001929926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00162629,0.0004357027,0.1619786,0.001585912,0.0003132056,0.001642742,0.004435128,0.009508718,0.01143677,0.1420899,0.3073052,0.3576418],"study_design_scores_gemma":[0.0001776631,0.0004053525,0.1473581,0.001507346,0.0003580442,0.0002669407,0.04423274,0.007892778,0.008392701,0.01672516,0.7723801,0.0003030642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.3489339,0.02679846,0.002532271,0.3734982,0.001717609,0.000227383,0.006634238,0.0003019288,0.2393561],"genre_scores_gemma":[0.8591718,0.03340431,0.004524681,0.01958971,0.0001920935,0.00004788728,0.001868622,0.00007565752,0.08112513],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0893766,"threshold_uncertainty_score":0.6484756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490387201266117,"score_gpt":0.2719257793666121,"score_spread":0.2570219073539509,"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."}}