{"id":"W2995708044","doi":"10.1002/star.201900008","title":"Eco‐Friendly Synthesis of Hydrogels from Starch, Citric Acid, and Itaconic Acid: Swelling Capacity and Metal Chelation Properties","year":2019,"lang":"en","type":"article","venue":"Starch - Stärke","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Citric acid; Itaconic acid; Swelling; Self-healing hydrogels; Potassium persulfate; Swelling capacity; Nuclear chemistry; Chelation; Chemistry; Starch; Polymer chemistry; Thermogravimetric analysis; Adsorption; Materials science; Inorganic chemistry; Organic chemistry; Copolymer; Polymerization; Polymer; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003986678,0.0002710481,0.0003777161,0.0001155809,0.0001368208,0.00004275703,0.0002398476,0.0001975432,0.00006958145],"category_scores_gemma":[0.0002274066,0.0002383688,0.00009019571,0.0001365891,0.000318749,0.00003291905,0.0002172542,0.0001721445,0.00002085758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003322047,"about_ca_system_score_gemma":0.000113656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005340369,"about_ca_topic_score_gemma":0.0001611902,"domain_scores_codex":[0.9981611,0.0001656649,0.0004071256,0.0006457169,0.0002572633,0.000363079],"domain_scores_gemma":[0.9989457,0.00006859889,0.0001680844,0.0005706916,0.0001126698,0.0001343104],"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":[0.000197063,0.00005932494,0.005090663,0.000108693,0.0002070953,4.870591e-7,0.000449739,0.00002461711,0.9859595,0.00005331553,0.000008520241,0.00784098],"study_design_scores_gemma":[0.0003566109,0.0003122241,0.002680864,0.00005384656,0.00009879405,0.000005969336,0.0003322057,0.0007650889,0.9913241,0.000284698,0.003471913,0.0003136874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925215,0.00542115,0.0005844226,0.0001192789,0.00003876142,0.0006007394,0.0002464167,0.00002433484,0.0004434397],"genre_scores_gemma":[0.9961193,0.0007774835,0.002664056,0.00003244875,0.00007276608,0.0001244262,0.00005987998,0.00004333648,0.0001063552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007527292,"threshold_uncertainty_score":0.9720398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195863966206033,"score_gpt":0.2251276870783272,"score_spread":0.2055412904577239,"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."}}