{"id":"W2062722915","doi":"10.1002/chin.201039236","title":"ChemInform Abstract: Preparation of Glycoconjugate Vaccines","year":2010,"lang":"en","type":"article","venue":"ChemInform","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Biological Sciences; Canarie","funders":"","keywords":"Chemistry; Glycoconjugate; Nanotechnology; Combinatorial chemistry; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001095261,0.0001290776,0.0001882556,0.0000580378,0.00007512509,0.00001357526,0.0001334512,0.0002590887,0.007460913],"category_scores_gemma":[0.00007148293,0.0001079214,0.0000797283,0.00008908461,0.0000561265,0.0002612367,0.00004448016,0.0002049072,0.0003085695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008832188,"about_ca_system_score_gemma":0.00004146744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006530945,"about_ca_topic_score_gemma":0.00005281524,"domain_scores_codex":[0.9993435,4.18296e-8,0.0003477582,0.000113399,0.0000126418,0.0001826258],"domain_scores_gemma":[0.9993685,0.0000386421,0.0001864223,0.0002654504,0.0001218444,0.00001917856],"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":[0.00008073678,0.00004215489,0.0001805096,0.00002944783,0.00003636443,6.134857e-8,0.0001924588,1.688598e-8,0.8931112,0.0005403499,0.01352241,0.09226432],"study_design_scores_gemma":[0.0004719157,0.00004182863,0.005034297,0.000007707141,0.0000136357,0.00003156921,0.0000393597,2.246329e-7,0.7768716,0.00005497495,0.2173359,0.00009706125],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6213489,0.00002994862,5.447623e-8,0.00003678592,0.0008466725,0.0001104735,0.00001246079,0.0000515353,0.3775632],"genre_scores_gemma":[0.9764563,0.0000190068,0.000009283631,0.00001802257,0.00009593357,0.00002272653,0.00014879,0.000008163722,0.02322181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3551074,"threshold_uncertainty_score":0.9934464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01003208319291068,"score_gpt":0.258651057835586,"score_spread":0.2486189746426753,"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."}}