{"id":"W3095334055","doi":"10.15376/biores.16.1.ouattara","title":"Cocoa pod husks as potential sources of renewable high-value-added products: A review of current valorizations and future prospects","year":2020,"lang":"en","type":"review","venue":"BioResources","topic":"Food Chemistry and Fat Analysis","field":"Agricultural and Biological Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"Agence Française de Développement; International Development Research Centre","keywords":"Value added; Nutraceutical; Bioproducts; Husk; Raw material; Theobromine; Theobroma; Renewable resource; Biotechnology; Biofuel; Renewable energy; COCOA BEAN; Food science; Chemistry; Biology; Horticulture; Botany","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004591945,0.0007974158,0.0009428819,0.003125149,0.0002585967,0.001035212,0.0005181982,0.0007384081,0.00403501],"category_scores_gemma":[0.000525986,0.0003087534,0.000534729,0.003201887,0.0002876579,0.001373352,0.0004939027,0.0008910194,0.001261215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004832934,"about_ca_system_score_gemma":0.0009464361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188237,"about_ca_topic_score_gemma":0.002272196,"domain_scores_codex":[0.9998478,0.00002056444,0.0000246425,0.00003259399,0.00005758339,0.00001684077],"domain_scores_gemma":[0.9996979,0.000148869,0.00005424838,0.000007433413,0.00006545851,0.00002620547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008614545,0.0001013255,0.0002621635,0.05543699,0.000127377,0.0002352386,0.0001144053,0.0004545643,0.005536648,0.004965751,0.01348899,0.9191904],"study_design_scores_gemma":[0.00001122743,0.000150109,0.001084903,0.006523996,0.0001854716,0.0008139685,0.0001091135,0.0001146233,0.001302488,0.001361487,0.988319,0.00002355356],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002439588,0.9984248,0.0001007244,0.0001283437,0.0000865341,0.000003619613,0.00002243784,0.000006365263,0.0009832975],"genre_scores_gemma":[0.000906695,0.9983873,0.0001456515,0.00007687551,0.00005101996,0.000003780348,0.00002483874,0.000001233451,0.0004025467],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00403501,"threshold_uncertainty_score":0.01349843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02147398701236624,"score_gpt":0.2573689380140204,"score_spread":0.2358949510016541,"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."}}