{"id":"W4411657554","doi":"10.51847/9virmm8","title":"10.51847/9VirmM8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Polysaccharides Composition and Applications","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gum arabic; Arabic; Traditional medicine; Glycerol; Kidney; Endocrinology; Chemistry; Medicine; Food science; Biochemistry; Philosophy; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.00003244756,0.00005353545,0.00005355838,0.000006065365,0.0001113698,0.00003335147,0.0001453013,0.00002377072,0.9939639],"category_scores_gemma":[0.000002651642,0.00002134036,0.00003065207,0.0002725932,0.00001227955,0.0000373058,0.00001576293,0.00002927958,0.9764149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006672248,"about_ca_system_score_gemma":0.000001604633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001653842,"about_ca_topic_score_gemma":3.660849e-7,"domain_scores_codex":[0.9996051,0.00001013243,0.00007300144,0.000122043,0.00006860708,0.0001211393],"domain_scores_gemma":[0.9998164,0.00002186226,0.00001004479,0.00003930597,0.00001508853,0.00009735846],"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":[0.000006671478,0.0000279418,3.449142e-7,1.427948e-7,0.000001441324,2.686113e-7,0.000001269948,0.0000028131,0.03265893,0.000009090349,0.009940557,0.9573506],"study_design_scores_gemma":[0.00002303885,0.00005162699,0.0007156726,0.000002619666,0.000002216332,0.000002294963,5.538188e-7,0.00004089171,0.0003215963,0.00001137102,0.9987559,0.00007220094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06983239,0.00001199909,1.09092e-7,0.003061736,7.17821e-7,0.00009626785,0.0000242311,0.0001168023,0.9268557],"genre_scores_gemma":[0.01508908,2.627106e-7,0.00003338123,0.0002332849,0.00008958357,0.00002203295,0.00002351681,3.925724e-7,0.9845085],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9888154,"threshold_uncertainty_score":0.08702346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00914120954999886,"score_gpt":0.1764855937777896,"score_spread":0.1673443842277907,"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."}}