{"id":"W2883654568","doi":"10.1002/mame.201800154","title":"Design and Synthesis of Mechano‐Responsive Color‐Changing Thermoplastic Elastomer Based on Poly(<i>n‐</i>Butyl Acrylate)–Spiropyran‐Polystyrene Comb‐Structured Graft Copolymers","year":2018,"lang":"en","type":"article","venue":"Macromolecular Materials and Engineering","topic":"Photochromic and Fluorescence Chemistry","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Natural Science Foundation of China","keywords":"Spiropyran; Materials science; Copolymer; Polymer chemistry; Atom-transfer radical-polymerization; Polystyrene; Thermoplastic elastomer; Acrylate; Side chain; Macromonomer; Polymerization; Chain transfer; Radical polymerization; Polymer; Composite material","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004221174,0.0003563911,0.0004998245,0.0001759773,0.0001525113,0.0001059355,0.0001971249,0.000160666,0.0003403254],"category_scores_gemma":[0.0001317178,0.0003249588,0.00004481538,0.0001640128,0.0002455697,0.00007369002,0.0001135142,0.00007320786,0.000009063245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003490319,"about_ca_system_score_gemma":0.0000389056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002801026,"about_ca_topic_score_gemma":4.357343e-7,"domain_scores_codex":[0.9983742,0.00008678919,0.0003465515,0.0004429955,0.0002356568,0.0005138189],"domain_scores_gemma":[0.9991668,0.0001948887,0.0001397566,0.000289961,0.0000548177,0.0001537842],"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":[0.000368167,0.00002108592,0.000003624946,0.0001693847,0.00002742077,0.00003484383,0.000194463,0.0002959524,0.998683,0.00005973504,0.00000730705,0.000135008],"study_design_scores_gemma":[0.0005641447,0.0001756906,0.00009317838,0.0002816348,0.00006703062,0.0000439905,0.00005222665,0.008954374,0.9893934,0.00002785036,0.00001321819,0.0003333179],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712777,0.0001880685,0.02766466,0.00002625734,0.0003745469,0.0002742929,0.00008708797,0.0000848394,0.00002251862],"genre_scores_gemma":[0.9951982,0.00001670164,0.004509194,0.00007628879,0.00007488798,0.00005208397,0.000005949579,0.00005755996,0.000009167362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02392044,"threshold_uncertainty_score":0.9999202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004331648476412396,"score_gpt":0.1879738118370096,"score_spread":0.1836421633605972,"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."}}