{"id":"W4234227748","doi":"10.1002/bmb.20175","title":"Websites of note","year":2008,"lang":"en","type":"article","venue":"Biochemistry and Molecular Biology Education","topic":"Nutrition, Health, and Society Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Sucrose; Food science; Fructose; Xylose; Starch; Mathematics education; Biochemistry; Mathematics; Fermentation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004205376,0.0000545866,0.00007859999,0.000002723356,0.0001281145,0.000001831799,0.0000435469,0.00009444171,0.0000200067],"category_scores_gemma":[0.00003213583,0.0000255977,0.00003411048,0.00006512937,0.0001400072,0.00001078949,0.00001446537,0.00003465306,0.000001529348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006503763,"about_ca_system_score_gemma":0.00002852237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006539166,"about_ca_topic_score_gemma":0.000003266576,"domain_scores_codex":[0.9996501,0.00001907659,0.00009015029,0.0001299473,0.00002798775,0.00008272359],"domain_scores_gemma":[0.9998004,0.00003044988,0.00004419331,0.00002811559,0.00006077178,0.00003608424],"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":[0.000004078476,0.00006693733,0.01410485,0.00001661501,0.000004982684,1.505255e-7,0.0000556272,1.045141e-8,0.981258,0.0001353451,0.0009977855,0.003355579],"study_design_scores_gemma":[0.00009880229,0.0001156787,0.06564812,0.00001823965,0.00001041147,0.00002507147,0.0004443725,0.000001052776,0.9109308,0.001494871,0.02108349,0.0001291563],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950459,0.002677297,0.00001099499,0.00149248,0.00005682741,0.00004966497,0.0000126912,0.000010491,0.0006436239],"genre_scores_gemma":[0.9977151,0.0012452,0.0003094319,0.0003496639,0.0001044504,0.000009158553,0.0001066737,2.850261e-7,0.0001600302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0703273,"threshold_uncertainty_score":0.1043844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009595039823652857,"score_gpt":0.2617289612066894,"score_spread":0.2521339213830365,"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."}}