{"id":"W4205755405","doi":"10.3390/jrfm15020044","title":"Economic Trends in the Transition into a Circular Bioeconomy","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Bioeconomy and Sustainability Development","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biomass (ecology); Sustainability; Raw material; Agriculture; Renewable energy; Circular economy; Natural resource economics; Fossil fuel; Business; Environmental science; Economics; Waste management; Engineering; Chemistry; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006626276,0.00007909149,0.0001018966,0.0007592877,0.0003694482,0.001944731,0.0001643981,0.0005215916,0.001974483],"category_scores_gemma":[0.002063426,0.00006490513,0.0001422041,0.001382546,0.0009244856,0.002028964,0.0006309382,0.0008042162,0.0002041424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001386582,"about_ca_system_score_gemma":0.0005956854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003237411,"about_ca_topic_score_gemma":0.002477755,"domain_scores_codex":[0.9998158,0.00003056349,0.00001057101,0.00003295495,0.00004712788,0.00006308332],"domain_scores_gemma":[0.9990559,0.0002084363,0.0003295936,0.00003792979,0.0002336433,0.0001344577],"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":[0.001040387,0.0002483688,0.1635116,0.000213154,0.00004644082,0.001001773,0.006448539,0.007178114,0.0046052,0.6895375,0.00890288,0.117266],"study_design_scores_gemma":[0.0000340025,0.0003516792,0.6374837,0.0002073276,0.0000319268,0.0006614787,0.01335101,0.01148896,0.003980181,0.1092074,0.2231287,0.00007368181],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566471,0.001518603,0.001452746,0.007021863,0.00003870198,0.00001367205,0.0003887033,0.00001649744,0.03290217],"genre_scores_gemma":[0.9967123,0.0009096448,0.0004520008,0.0001659656,0.00002065055,0.00000457843,0.000142342,0.000003322532,0.001589193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003237411,"threshold_uncertainty_score":0.01006043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00531026200379351,"score_gpt":0.1851963297945924,"score_spread":0.1798860677907989,"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."}}