{"id":"W4318776593","doi":"10.3390/polym15030745","title":"Extraction and Characterization of Cocoa Bean Shell Cell Wall Polysaccharides","year":2023,"lang":"en","type":"article","venue":"Polymers","topic":"Polysaccharides Composition and Applications","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Polysaccharide; Cell wall; Extraction (chemistry); Characterization (materials science); Shell (structure); Chemistry; Materials science; Botany; Chromatography; Composite material; Biology; Nanotechnology; Organic chemistry","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":[0.0001574376,0.0007236404,0.0002856282,0.0007204377,0.0002305909,0.0002742227,0.000134489,0.0002061159,0.0006160729],"category_scores_gemma":[0.0002909983,0.0001246771,0.000264472,0.0007239719,0.0001615572,0.000184127,0.0001921359,0.0003005682,0.0002756097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001146408,"about_ca_system_score_gemma":0.000319136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002635589,"about_ca_topic_score_gemma":0.003060505,"domain_scores_codex":[0.9998728,0.00001682615,0.00001221972,0.00002893673,0.00004165657,0.00002759446],"domain_scores_gemma":[0.9998667,0.00002104201,0.00001921504,0.00001390672,0.0000475603,0.00003157594],"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":[0.00003401455,0.00001475167,0.0004046352,0.00003446687,0.000003555545,0.00006056287,0.00001665257,0.00002138925,0.9978478,0.000009059043,0.000005777685,0.001547383],"study_design_scores_gemma":[0.00001121534,0.0002598556,0.04799776,0.00002506639,0.0000487446,0.0004607361,0.0001302446,0.0006334893,0.9470735,0.00003694009,0.003309199,0.00001322045],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866382,0.002060849,0.007802096,0.00006281089,0.00002699567,0.0001380786,0.00128828,0.00004368779,0.001939011],"genre_scores_gemma":[0.9714446,0.002041064,0.01776842,0.0001240451,0.00002719197,0.0001545498,0.004264356,0.00005344419,0.004122332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002635589,"threshold_uncertainty_score":0.0052405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01711067771334698,"score_gpt":0.2320918534783217,"score_spread":0.2149811757649747,"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."}}