{"id":"W2512051072","doi":"10.1002/app.44152","title":"Hydrolysis of polylactide in aqueous media","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Hydrolysis; Autocatalysis; Crystallinity; Aqueous solution; Induction period; Chemistry; Molar mass distribution; Kinetics; Alkaline hydrolysis; Aqueous medium; Polymer chemistry; Materials science; Chemical engineering; Organic chemistry; Polymer; Catalysis","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":[0.00165792,0.0001444017,0.0004028093,0.0004773593,0.00008881347,0.00004807234,0.0009843679,0.00005627625,0.0003956466],"category_scores_gemma":[0.00006949058,0.00007781021,0.00008628528,0.0006425973,0.0009324867,0.0005068377,0.0001090213,0.00009652614,0.00003644098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006631852,"about_ca_system_score_gemma":0.0003996488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001025509,"about_ca_topic_score_gemma":0.00001913242,"domain_scores_codex":[0.9977138,0.00003701207,0.0007376639,0.0002337445,0.0008702368,0.0004075209],"domain_scores_gemma":[0.9985748,0.0002480368,0.0005942464,0.0003098853,0.0001003201,0.0001727379],"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":[0.0001413287,0.00004556777,0.0001996126,0.000004781417,0.000003438416,0.000005146207,0.0004979853,3.375988e-7,0.8385539,0.0006706372,0.00003435502,0.1598429],"study_design_scores_gemma":[0.0003351379,0.00006095675,0.0007536112,0.00007239219,0.00001410103,0.00003347415,0.0001799854,0.00001220934,0.9978493,0.0003972659,0.0001702718,0.0001212782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792765,0.01615859,0.000101248,0.0008828244,0.0004573764,0.00003786661,0.000006514384,0.000008801409,0.003070242],"genre_scores_gemma":[0.9990288,0.0001238765,0.0005585508,0.0001233194,0.00008800087,0.000002412005,2.663704e-8,0.000009266392,0.00006572282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1597217,"threshold_uncertainty_score":0.4332052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299622486389375,"score_gpt":0.215908711255851,"score_spread":0.2029124863919572,"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."}}