{"id":"W2132701547","doi":"10.1089/ind.2015.29014.aha","title":"Biobased Economy Success Stories","year":2015,"lang":"en","type":"article","venue":"Industrial Biotechnology","topic":"Bioeconomy and Sustainability Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Enerkem (Canada)","funders":"","keywords":"Chief executive officer; Management; Corporation; Library science; Political science; Law; Economics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003619345,0.0001393539,0.0002057871,0.00002941169,0.0001134506,0.000051847,0.0003725014,0.0007504479,0.00021066],"category_scores_gemma":[0.0002071844,0.00005912313,0.00004817971,0.0003391691,0.0002308659,0.0001205744,0.0001402002,0.000283086,0.00009548738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001611863,"about_ca_system_score_gemma":0.00009826498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005393758,"about_ca_topic_score_gemma":0.00038621,"domain_scores_codex":[0.9989778,0.00005641553,0.0002451523,0.0003210545,0.00006785226,0.000331743],"domain_scores_gemma":[0.9995492,0.00007232451,0.00007797783,0.000089639,0.00007778782,0.0001330513],"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":[0.0002455815,0.0002211166,0.06198257,0.000005183404,0.00005363313,0.00003332472,0.000140204,0.000003845776,0.005577525,0.03454604,0.02330433,0.8738866],"study_design_scores_gemma":[0.0003986278,0.0002927292,0.0008867664,0.00000273629,0.000004168131,0.000007311535,0.00113415,0.000004568695,0.02583905,0.00345353,0.9677804,0.0001960057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521037,0.00007477747,0.00000649481,0.04453902,0.0004753762,0.000254431,0.00001680276,0.0002535827,0.002275856],"genre_scores_gemma":[0.9987473,0.000004709978,0.00006741586,0.0004656361,0.0003529882,0.00002916074,0.00003434743,6.771219e-7,0.0002976868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.944476,"threshold_uncertainty_score":0.5788141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0678899541400477,"score_gpt":0.2363648427751969,"score_spread":0.1684748886351492,"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."}}