{"id":"W2757301974","doi":"10.1039/c7py01397c","title":"Superabsorbent hydrogels made from bio-sourced butyrolactone monomer in aqueous solution","year":2017,"lang":"en","type":"article","venue":"Polymer Chemistry","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Vedecká Grantová Agentúra MŠVVaŠ SR a SAV; European Regional Development Fund; Slovak Academic Information Agency","keywords":"Self-healing hydrogels; Acrylamide; Aqueous solution; Monomer; Chemistry; Kinetics; Methylene blue; Swelling; Radical polymerization; Polymer chemistry; Polymerization; Methylene; Aqueous medium; Chemical engineering; Organic chemistry; Polymer; Catalysis","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":[0.0002557388,0.000412156,0.0001761958,0.0002054899,0.00009597722,0.0001870101,0.0001648706,0.0002115626,0.001272849],"category_scores_gemma":[0.0002324538,0.0001520053,0.0001698988,0.0001329309,0.0001439216,0.0004689687,0.0001350664,0.0004740018,0.000286499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543328,"about_ca_system_score_gemma":0.0001750231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003163413,"about_ca_topic_score_gemma":0.0006171827,"domain_scores_codex":[0.999892,0.00001076738,0.000006770418,0.00002101471,0.00003882994,0.0000305448],"domain_scores_gemma":[0.9997688,0.00007687505,0.00006621043,0.00001663423,0.00002345556,0.00004801359],"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":[0.00001450726,0.000003704537,0.00001407956,0.00001592215,9.04852e-7,0.00001467469,0.00000595117,0.00003685408,0.9996001,0.00002643334,0.000004782606,0.0002620437],"study_design_scores_gemma":[0.000002707496,0.00005682879,0.0003456238,0.000002640556,0.000003065737,0.00002850231,0.000004156551,0.0002839708,0.9989177,0.00001665815,0.0003353756,0.000002713641],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862581,0.001571503,0.01025979,0.00006928776,0.000045269,0.00004020948,0.0001875861,0.0001278219,0.001440395],"genre_scores_gemma":[0.9913216,0.0008384784,0.004897263,0.00003437658,0.000009204673,0.00002904781,0.0001538224,0.00003425729,0.002681808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001272849,"threshold_uncertainty_score":0.004258156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525832457947343,"score_gpt":0.2384093340789804,"score_spread":0.2231510094995069,"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."}}