{"id":"W2811292276","doi":"10.1007/978-3-319-91424-4_6","title":"Material Limits to Bio-Economies","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Bioeconomy and Sustainability Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Economics; Economic geography; Geography","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001261573,0.0002423217,0.0002694782,0.00001501338,0.0001191317,0.0001088255,0.0002651936,0.0003081498,0.06805149],"category_scores_gemma":[0.000008562486,0.00008483919,0.0001009584,0.00001454481,0.00008233809,0.00004958508,0.0001458448,0.00007077751,0.003346136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008733506,"about_ca_system_score_gemma":0.00002074801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004880107,"about_ca_topic_score_gemma":0.0007630269,"domain_scores_codex":[0.9989716,0.000006978906,0.0002727183,0.0004328943,0.00007127884,0.0002445486],"domain_scores_gemma":[0.9996024,0.00004080687,0.00006161116,0.00007172807,0.00007886434,0.000144591],"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":[0.0002720613,0.00007102368,0.000335057,0.00007167574,0.0001788019,0.00001969125,0.0003532999,3.6509e-7,0.002101823,0.1721562,0.3139641,0.5104759],"study_design_scores_gemma":[0.00002193322,0.000209993,0.001135251,0.00001327635,0.000005344428,0.000002028677,0.00006372273,1.373238e-7,0.0008553716,0.01005303,0.9873227,0.0003171575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1100006,0.00002071692,6.892571e-7,0.006136926,0.0006543801,0.0004730151,0.0001328548,0.0001154978,0.8824654],"genre_scores_gemma":[0.007668316,0.00002532737,0.0002575085,0.002365397,0.00106717,0.00001855475,0.0001302919,0.000001601489,0.9884658],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6733586,"threshold_uncertainty_score":0.9974298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02010337816060755,"score_gpt":0.1974324018608154,"score_spread":0.1773290237002079,"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."}}