{"id":"W2128021319","doi":"10.1515/bot.2003.018","title":"Structural Analysis of Carrageenan from Farmed Varieties of Philippine Seaweed","year":2003,"lang":"en","type":"article","venue":"Botanica Marina","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia","keywords":"Kappaphycus alvarezii; Carrageenan; Botany; Biology; Sugar; Chemistry; Algae; Food science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001474118,0.0001740219,0.0005039791,0.00003036283,0.00007664604,0.00002038607,0.000339606,0.0001046683,0.002553575],"category_scores_gemma":[0.0001541279,0.00007309575,0.0002814301,0.001091885,0.0001750789,0.0000764159,0.0001058615,0.0001013808,0.000002280405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003344477,"about_ca_system_score_gemma":0.00001279488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006156782,"about_ca_topic_score_gemma":0.002678004,"domain_scores_codex":[0.9986293,0.0001469658,0.0003674148,0.0003324183,0.000293501,0.0002303884],"domain_scores_gemma":[0.9990463,0.0003064835,0.0002418898,0.0001616644,0.0001617315,0.00008190084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000821776,0.00006825525,0.1045208,0.000005865559,0.0008324853,0.000002267653,0.0001080811,0.000009329816,0.8753633,0.001257042,0.00002327705,0.01772709],"study_design_scores_gemma":[0.0001918863,0.0001852824,0.9652473,0.000004682079,0.0003637596,0.00000101916,0.0004767872,0.0001408955,0.02811802,0.0007807382,0.004302696,0.0001868977],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941271,0.0001745324,0.000006098692,0.0001410148,0.00008781096,0.0001180792,0.0001753921,0.00003073598,0.005139219],"genre_scores_gemma":[0.9989704,0.00001911212,0.0002621138,0.00003696242,0.00003794158,0.000004061705,0.00008640686,0.000001307814,0.0005817041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8607265,"threshold_uncertainty_score":0.9983582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114740845797298,"score_gpt":0.2142486041501938,"score_spread":0.1931011956922208,"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."}}