{"id":"W4221003333","doi":"10.1021/acs.bioconjchem.2c00047","title":"A Radiolabeling Method for Precise Quantification of Polymers","year":2022,"lang":"en","type":"article","venue":"Bioconjugate Chemistry","topic":"Chemical Synthesis and Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Research Foundation","keywords":"Chemistry; Phenylboronic acid; Copolymer; Micelle; Polymer; Boronic acid; Methacrylic acid; Methacrylate; Polymerization; Phenol; Polymer chemistry; Combinatorial chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002893872,0.0001092423,0.0001685442,0.00001521993,0.0001050131,0.000008197142,0.0002168583,0.00006886396,0.0002414503],"category_scores_gemma":[0.0001056899,0.0001154169,0.0002138235,0.0001018256,0.00003617208,0.000001440947,0.0001004815,0.00005523676,5.372472e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001959736,"about_ca_system_score_gemma":0.00004570066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001663514,"about_ca_topic_score_gemma":3.679961e-7,"domain_scores_codex":[0.9991106,0.00002828501,0.0002565849,0.000335007,0.0001135261,0.0001560061],"domain_scores_gemma":[0.9993963,0.00003170301,0.0001615537,0.0003033211,0.00005251385,0.00005456351],"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":[0.0001022442,0.00006672823,0.00007910856,0.00006298126,0.00007945772,1.55239e-7,0.00001207321,0.0001201337,0.9947044,0.00001551951,0.0006289919,0.004128239],"study_design_scores_gemma":[0.0003047395,0.00003115242,0.000006779401,0.000004715725,0.00005140843,0.000004350437,0.000123445,0.0007341364,0.9468197,0.0000448705,0.05174052,0.0001341644],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704968,0.002437389,0.02510016,0.0002553363,0.00007129849,0.0002863367,0.0003613781,0.0000196204,0.0009716449],"genre_scores_gemma":[0.9919981,0.00004563831,0.005662533,0.00008253613,0.0001345244,0.0001861397,0.0004499586,0.00002411552,0.001416503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05111153,"threshold_uncertainty_score":0.4706566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410065227202441,"score_gpt":0.2753423677656563,"score_spread":0.2612417154936319,"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."}}