{"id":"W6901621781","doi":"10.60692/23z5s-h9n57","title":"Cassava Bioethanol","year":2012,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Cassava research and cyanide","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ingredion (Canada)","funders":"","keywords":"Manihot esculenta; Crop; Starch; Tropics; Raw material; Manihot; Sugar; Biofuel; Staple food","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001513509,0.0006666321,0.0005263308,0.00141211,0.0006664257,0.0008718412,0.0003056789,0.0005367873,0.01965784],"category_scores_gemma":[0.0001935227,0.0002165368,0.0007495275,0.00177599,0.000123796,0.0004776847,0.0008853311,0.0008139008,0.01264055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004747183,"about_ca_system_score_gemma":0.000510754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002170667,"about_ca_topic_score_gemma":0.005364532,"domain_scores_codex":[0.9997621,0.00001673835,0.00002141078,0.00005014578,0.00009578174,0.00005378123],"domain_scores_gemma":[0.9999158,0.000006339745,0.00001011072,0.00001166903,0.00004132196,0.00001463272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001007889,0.0004419523,0.003039818,0.006496093,0.0002357051,0.004153364,0.000254811,0.001466718,0.5739222,0.0090735,0.0652795,0.3346285],"study_design_scores_gemma":[0.00004684213,0.0002416852,0.003833392,0.0005267605,0.0001099391,0.001179251,0.0001320067,0.0005824188,0.2088067,0.001229748,0.7832592,0.00005205949],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2825601,0.1531111,0.03797358,0.003509941,0.004034419,0.0009824047,0.0358298,0.004158317,0.4778405],"genre_scores_gemma":[0.6361447,0.06927404,0.0227151,0.00149749,0.0003193531,0.0005194896,0.02962393,0.0005915273,0.2393143],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01965784,"threshold_uncertainty_score":0.06576204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06828184581509887,"score_gpt":0.2293241048439977,"score_spread":0.1610422590288988,"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."}}