{"id":"W2320432998","doi":"10.1021/la2011875","title":"pH Responsivity and Micelle Formation of Gradient Copolymers of Methacrylic Acid and Methyl Methacrylate in Aqueous Solution","year":2011,"lang":"en","type":"article","venue":"Langmuir","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Program for Changjiang Scholars and Innovative Research Team in University; National Natural Science Foundation of China","keywords":"Copolymer; Micelle; Aqueous solution; Methacrylic acid; Methyl methacrylate; Polymer chemistry; Methacrylate; Chemistry; Responsivity; Chemical engineering; Materials science; Organic chemistry; Polymer","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":[],"consensus_categories":[],"category_scores_codex":[0.0001552275,0.00009235309,0.0002054176,0.00008451035,0.00002666761,0.000002784622,0.00004831329,0.00007708427,0.00004551272],"category_scores_gemma":[0.00003308561,0.00008756002,0.00002710692,0.00009060825,0.00007421787,0.0001570434,0.00003732048,0.00006065593,5.549094e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001522118,"about_ca_system_score_gemma":0.00000701936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001808765,"about_ca_topic_score_gemma":0.0000460473,"domain_scores_codex":[0.999372,0.00004852287,0.0002504194,0.000129245,0.0000818707,0.0001179533],"domain_scores_gemma":[0.9995682,0.00005408804,0.0002080913,0.0001170473,0.00002384229,0.0000287919],"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":[0.0001423665,0.00004265276,0.001030647,0.0001572971,0.00001209917,0.00000122764,0.004204107,2.33462e-7,0.9598449,0.0001553631,0.000002670666,0.03440639],"study_design_scores_gemma":[0.0003061908,0.00002230673,0.005521141,0.0000428241,0.00002549183,0.000005870937,0.0005673435,0.0004273794,0.9926961,0.0001971158,0.0001029524,0.00008529171],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955078,0.00216674,0.001107806,0.00002736605,0.00002042966,0.00004749536,0.00002568467,0.00001354163,0.001083118],"genre_scores_gemma":[0.9985495,0.0002256142,0.001104039,0.00001029443,0.000008475718,0.000006341051,0.00001288044,0.000009536973,0.00007334543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0343211,"threshold_uncertainty_score":0.3570594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188936459443474,"score_gpt":0.2294773562784534,"score_spread":0.2075879916840187,"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."}}