{"id":"W2733717548","doi":"10.1021/acs.macromol.7b00955","title":"Self-Healing Polyphosphonium Ionic Networks","year":2017,"lang":"en","type":"article","venue":"Macromolecules","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Western University","keywords":"Swelling; Ultimate tensile strength; Elongation; Aqueous solution; Acrylic acid; Rheology; Self-healing; Chemistry; Self-healing hydrogels; Polymer chemistry; Elastic modulus; Ionic bonding; Chemical engineering; Materials science; Composite material; Polymer; Ion; Organic chemistry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003355476,0.0002300608,0.0002680669,0.0000414474,0.001417036,0.0008205235,0.0009389811,0.0001194162,0.0001666215],"category_scores_gemma":[0.00003185472,0.0002154099,0.0001150201,0.00005148211,0.0001113514,0.0002228389,0.0003620471,0.000177035,0.0002597492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005481651,"about_ca_system_score_gemma":0.00005946584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007708458,"about_ca_topic_score_gemma":0.00005931506,"domain_scores_codex":[0.9982394,0.00006376822,0.0003032436,0.0004489886,0.00025395,0.0006906764],"domain_scores_gemma":[0.9985127,0.00004708787,0.0002460698,0.0009556443,0.00004723019,0.000191295],"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":[0.0001228799,0.0002780402,0.004826687,0.0001402777,0.00008166315,0.0003543972,0.0008154989,0.002825231,0.9716716,0.01088785,0.001094664,0.006901228],"study_design_scores_gemma":[0.001236024,0.0001724271,0.005926268,0.0001727504,0.0001046453,0.0001421235,0.00009720524,0.09871568,0.8818808,0.00111516,0.009323064,0.001113844],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693505,0.004513136,0.01457267,0.0008378706,0.002173118,0.0002234881,0.00001793998,0.0004658968,0.007845421],"genre_scores_gemma":[0.9903436,0.0001372653,0.008514161,0.0003912572,0.0003634264,0.00001401304,0.000007486085,0.00003850653,0.000190245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09589045,"threshold_uncertainty_score":0.999883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066288344443573,"score_gpt":0.2463858765381189,"score_spread":0.2357229930936832,"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."}}