{"id":"W4406325205","doi":"10.1016/j.chempr.2024.12.004","title":"ortho-Aromatic polyamides by ring-opening polymerization of N-carboxyanhydrides","year":2025,"lang":"en","type":"article","venue":"Chem","topic":"Carbon dioxide utilization in catalysis","field":"Chemical Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Boston College; National Science Foundation","keywords":"Polyamide; Ring-opening polymerization; Polymerization; Polymer chemistry; Ring (chemistry); Chemistry; Polymer science; Polymer; Organic chemistry","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":[0.0001999662,0.0004296318,0.0001760928,0.0002133417,0.0001415626,0.0002205769,0.0002291667,0.0001901842,0.001146187],"category_scores_gemma":[0.0001622332,0.0001293756,0.0002334689,0.0001674455,0.0002141908,0.0003616299,0.0003341476,0.0004739029,0.0003246116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002182839,"about_ca_system_score_gemma":0.0002453391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000340213,"about_ca_topic_score_gemma":0.00078738,"domain_scores_codex":[0.9998634,0.00001863218,0.000009788735,0.00002030549,0.00002547532,0.00006241203],"domain_scores_gemma":[0.9999036,0.0000163888,0.00002989774,0.00001137536,0.00000980563,0.00002893685],"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":[0.0001880545,0.00009409492,0.000173269,0.0001108045,0.000009219249,0.0002343234,0.00009737018,0.0007001926,0.988812,0.001782098,0.0001859941,0.007612681],"study_design_scores_gemma":[0.0000266933,0.0004149187,0.001077519,0.000008822014,0.00001209025,0.000129465,0.00001560034,0.001335043,0.9939241,0.0001212135,0.002922483,0.00001208158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980209,0.0007573185,0.005441249,0.00007150504,0.00007591722,0.00005924439,0.00008792469,0.0001081913,0.01318962],"genre_scores_gemma":[0.995156,0.0005668554,0.001795212,0.00002144603,0.00002081729,0.00002701586,0.00005351339,0.00002120127,0.002338019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001146187,"threshold_uncertainty_score":0.003834426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00550076935162567,"score_gpt":0.2302281068741412,"score_spread":0.2247273375225156,"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."}}