{"id":"W3026295697","doi":"","title":"SUSTAINABLE BIOENERGY PATHWAYS: Conditions to move forwards","year":2020,"lang":"en","type":"dissertation","venue":"Data Archiving and Networked Services (DANS)","topic":"Bioeconomy and Sustainability Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioenergy; Natural resource economics; Renewable energy; Sustainability; Biomass (ecology); Business; Climate change mitigation; Greenhouse gas; Environmental protection; Environmental science; Economics; Engineering; Ecology","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":[0.01687643,0.001741922,0.001371829,0.001905597,0.00386762,0.01832106,0.002871243,0.01345593,0.03944011],"category_scores_gemma":[0.01248988,0.0005557241,0.001320107,0.002839622,0.008443331,0.03210683,0.01269348,0.0147208,0.01063502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008782105,"about_ca_system_score_gemma":0.03772359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004654956,"about_ca_topic_score_gemma":0.005142635,"domain_scores_codex":[0.9938264,0.001494438,0.0003368361,0.0005822323,0.002140071,0.001619919],"domain_scores_gemma":[0.99033,0.002322703,0.0005891902,0.000500916,0.003257879,0.002999284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002274419,0.00034617,0.0006665085,0.002536965,0.00004070406,0.0004054977,0.00123566,0.002271578,0.001428404,0.6053425,0.212337,0.1731616],"study_design_scores_gemma":[0.00001750777,0.00007884543,0.0002750743,0.0014272,0.000009136854,0.00009266168,0.002919157,0.0003659421,0.0002857088,0.2791212,0.7153667,0.00004081209],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004755195,0.1650232,0.01205027,0.7196873,0.01756511,0.000215419,0.0007896987,0.0004565775,0.07945722],"genre_scores_gemma":[0.1861932,0.4985159,0.0771532,0.1573458,0.01154081,0.001023574,0.003454182,0.000522672,0.0642506],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03944011,"threshold_uncertainty_score":0.1319404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01532464138284021,"score_gpt":0.2275518246838089,"score_spread":0.2122271833009687,"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."}}