{"id":"W4221106661","doi":"10.1002/chem.202200552","title":"Luminescent Surface‐Tethered Polymer Brush Materials","year":2022,"lang":"en","type":"review","venue":"Chemistry - A European Journal","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Brush; Materials science; Polymer; Polymer brush; Surface (topology); Luminescence; Composite material; Polymer science; Nanotechnology; Geometry; Optoelectronics; Polymerization; Mathematics","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":[0.0002974808,0.0007076508,0.0005889713,0.001382809,0.0002148384,0.0006602958,0.0005585425,0.0007701548,0.002316677],"category_scores_gemma":[0.0002010258,0.0003110423,0.0002600178,0.0009262746,0.0002460242,0.0009055298,0.0004667615,0.001029335,0.001781661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000373923,"about_ca_system_score_gemma":0.0003629281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003492126,"about_ca_topic_score_gemma":0.0005892136,"domain_scores_codex":[0.999878,0.00001240384,0.000007693791,0.00002560321,0.00005673384,0.00001947427],"domain_scores_gemma":[0.9999565,0.00001368963,0.000008863274,0.000002702069,0.00001136081,0.000006934793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006720932,0.0002261239,0.0001614265,0.01940454,0.00007243507,0.000453593,0.0001239124,0.0008049638,0.1513162,0.02104651,0.01479179,0.7915313],"study_design_scores_gemma":[0.00001325206,0.0002312032,0.0006179163,0.0009271026,0.00004866183,0.001191118,0.00004372476,0.0002930913,0.05770379,0.001409514,0.9374923,0.00002838801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003453929,0.9862989,0.001520184,0.0003207907,0.0003396271,0.00003715427,0.00006342639,0.00004881527,0.007917153],"genre_scores_gemma":[0.0204545,0.9688136,0.0020458,0.0002698756,0.0001845696,0.00006615945,0.00009567003,0.000008234387,0.008061565],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002316677,"threshold_uncertainty_score":0.007750094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07263077081041941,"score_gpt":0.3146027947958436,"score_spread":0.2419720239854242,"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."}}