{"id":"W4416148010","doi":"10.1039/d5py00911a","title":"Expanding the polymerization potential of itaconic acid through methacrylate functionalization","year":2025,"lang":"en","type":"article","venue":"Polymer Chemistry","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Centre québécois sur les matériaux fonctionnels; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Itaconic acid; Polymerization; Surface modification; Methacrylate; Methyl methacrylate; Grafting","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001946149,0.0003470183,0.00008246412,0.0002139051,0.0001221029,0.0002585336,0.0002199433,0.0003413534,0.001862217],"category_scores_gemma":[0.0002860389,0.0001078262,0.0001293983,0.0002048783,0.0001492085,0.0004878362,0.0002333838,0.0005535096,0.0005749763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002391846,"about_ca_system_score_gemma":0.0003110461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003445333,"about_ca_topic_score_gemma":0.0007611586,"domain_scores_codex":[0.999911,0.00001341787,0.000006666519,0.00001770075,0.00002529248,0.00002602653],"domain_scores_gemma":[0.9998579,0.00003597974,0.00003836044,0.00001638164,0.00003118988,0.00002009241],"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":[0.00005495788,0.00002911591,0.00006023826,0.00004803639,0.000002567693,0.00004540618,0.00001839651,0.0001830852,0.9921843,0.001081714,0.0001343826,0.006157745],"study_design_scores_gemma":[0.000005107107,0.00009927952,0.0002418857,0.000004501096,0.000005703701,0.0000708399,0.000004761691,0.0008408946,0.9925568,0.00008548347,0.006079321,0.000005457391],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431053,0.006117709,0.02799753,0.0003217539,0.0001140305,0.0001089656,0.0003072785,0.0003226699,0.02160472],"genre_scores_gemma":[0.9817479,0.002714552,0.009947722,0.0001386659,0.00002389219,0.00005776408,0.0001824974,0.00004619404,0.005140759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001862217,"threshold_uncertainty_score":0.006229758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008187738511242531,"score_gpt":0.2482137648119545,"score_spread":0.2400260263007119,"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."}}