{"id":"W2895204438","doi":"10.1039/c8sm01192c","title":"Polymer functionalized nanoparticles in liquid crystals: combining PDLCs with LC nanocomposites","year":2018,"lang":"en","type":"article","venue":"Soft Matter","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; HEC Montréal","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Nanocomposite; Polymer; Materials science; Liquid crystal; Nanoparticle; Polymer nanocomposite; Chemical engineering; Polymer science; Nanotechnology; Polymer chemistry; Composite material; Optoelectronics","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":[0.0001186964,0.000253357,0.000193053,0.0002111549,0.0001132976,0.0003225063,0.0001970328,0.000223628,0.0006241728],"category_scores_gemma":[0.0001446957,0.0001466982,0.000142228,0.0001474077,0.0001661386,0.0003392919,0.0002214595,0.0002836091,0.0003202479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004156297,"about_ca_system_score_gemma":0.0001504142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007162976,"about_ca_topic_score_gemma":0.001252988,"domain_scores_codex":[0.9998871,0.00001417519,0.000008595271,0.00003229714,0.00003503051,0.00002279246],"domain_scores_gemma":[0.9999421,0.00001555003,0.00001542078,0.00000511517,0.000009041388,0.00001284783],"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":[0.0000203628,0.00001870715,0.00004082789,0.00002266393,0.000001636429,0.00001931207,0.000005656411,0.0001520213,0.9983895,0.00007935735,0.00002077272,0.00122917],"study_design_scores_gemma":[0.000003759613,0.00002916111,0.00009581396,0.000001281473,0.000001797485,0.00001042339,0.000001518055,0.0007656923,0.9986688,0.000009730513,0.000410933,0.000001143657],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865435,0.001155894,0.007954846,0.0001055983,0.00002491334,0.00005804784,0.0001388317,0.0002667459,0.003751559],"genre_scores_gemma":[0.9893191,0.0004778487,0.008009106,0.0000494159,0.00001070459,0.00003854993,0.00009709872,0.0000540939,0.001944002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007162976,"threshold_uncertainty_score":0.003015578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01673986802595444,"score_gpt":0.2778898734276338,"score_spread":0.2611500054016794,"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."}}