{"id":"W2020760527","doi":"10.1021/ma9010457","title":"Well-Defined Galactose-Containing Multi-Functional Copolymers and Glyconanoparticles for Biomolecular Recognition Processes","year":2009,"lang":"en","type":"article","venue":"Macromolecules","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University; University of Alberta","funders":"","keywords":"Chemistry; Copolymer; Galactose; Polymer chemistry; Polymer; Moiety; Avidin; Organic chemistry; Biotin; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001759654,0.0003566446,0.0001306115,0.0001123061,0.00008989459,0.0002148488,0.0001651001,0.0002835896,0.0005136915],"category_scores_gemma":[0.000117363,0.00014095,0.0001234263,0.00007124936,0.0001548909,0.0002721977,0.000159243,0.0003529591,0.0002772496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001786946,"about_ca_system_score_gemma":0.0001309773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001301795,"about_ca_topic_score_gemma":0.0004091421,"domain_scores_codex":[0.9999294,0.00001537447,0.00000472743,0.00001435844,0.00002182171,0.00001423839],"domain_scores_gemma":[0.9999295,0.00001796917,0.00001900556,0.00000660796,0.000009581217,0.00001737072],"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":[0.00001083483,0.00000658185,0.00002892048,0.00002528508,0.000001133727,0.00002081388,0.000005703221,0.00005519642,0.9985598,0.0001806116,0.00001280699,0.00109235],"study_design_scores_gemma":[0.000008031116,0.00007023355,0.0003007277,0.000002641852,0.000005658717,0.0000819652,0.000004412775,0.0006433255,0.9969626,0.00005940708,0.001857741,0.000003090123],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.951113,0.006014212,0.03922941,0.000187315,0.0001030295,0.0001428522,0.0001287027,0.0001121711,0.002969246],"genre_scores_gemma":[0.9571708,0.002085534,0.03762553,0.0000865418,0.00002556876,0.00007108734,0.0001415387,0.00002596427,0.002767338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005136915,"threshold_uncertainty_score":0.001718521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02728758404918411,"score_gpt":0.2789453017166965,"score_spread":0.2516577176675123,"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."}}