{"id":"W2903979928","doi":"10.1021/acs.macromol.8b01898","title":"Photoactivated Healable Vitrimeric Copolymers","year":2018,"lang":"en","type":"article","venue":"Macromolecules","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Monomer; Copolymer; Polymer; Glass transition; Polymer chemistry; Composite number; Materials science; Anthracene; Chemical engineering; Rheology; Alkyl; Self-healing material; Chemistry; Self-healing; Organic chemistry; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001464539,0.0001693509,0.0002010867,0.00007249974,0.0003110564,0.0001137807,0.0002910114,0.00005908503,0.001326012],"category_scores_gemma":[0.00001757976,0.0001551405,0.00005690863,0.0002873184,0.0002016455,0.0001142987,0.00009430687,0.00007515378,0.001059847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003998448,"about_ca_system_score_gemma":0.00005980458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009612088,"about_ca_topic_score_gemma":0.0000130001,"domain_scores_codex":[0.9986284,0.00007621103,0.0002187467,0.0003506343,0.0002139662,0.0005119956],"domain_scores_gemma":[0.9993541,0.00003992968,0.00008696525,0.0003155027,0.0000585618,0.0001449384],"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":[0.00004534772,0.00004140389,0.0001001695,0.000007602491,0.000008624747,0.00001328624,0.0001552187,0.000002486621,0.9978514,0.0001972868,0.000845195,0.000732005],"study_design_scores_gemma":[0.0002619496,0.0001423868,0.0001103682,0.00001695076,0.0000118051,0.00002656338,0.00005730512,0.0006690001,0.9933523,0.0001220891,0.005029808,0.00019949],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844386,0.000632168,0.00218988,0.0001919351,0.000593772,0.0001217722,0.000021327,0.0002469974,0.01156354],"genre_scores_gemma":[0.9955748,0.00001206242,0.002853207,0.0009159773,0.0001850697,0.00001045998,0.000009694954,0.00002838452,0.0004102884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01115325,"threshold_uncertainty_score":0.999718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077701647102083,"score_gpt":0.2454262838465991,"score_spread":0.2346492673755783,"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."}}