{"id":"W2701087825","doi":"10.1039/c7ra04344a","title":"Cellulose nanocrystals as host matrix and waveguide materials for recyclable luminescent solar concentrators","year":2017,"lang":"en","type":"article","venue":"RSC Advances","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Innovates; Alberta Hospital Edmonton; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Nanocrystal; Materials science; Cellulose; Luminescence; Matrix (chemical analysis); Optoelectronics; Waveguide; Photovoltaic system; Chemical engineering; Nanotechnology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001752052,0.0001739263,0.0002361276,0.00003498396,0.0002485841,0.0001455419,0.0002278462,0.00009915442,0.00001671459],"category_scores_gemma":[0.0002248111,0.0001601868,0.0000298448,0.0000249564,0.0001115057,0.00027434,0.00005150524,0.00006474397,0.0000114931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004752381,"about_ca_system_score_gemma":0.00001844743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002262663,"about_ca_topic_score_gemma":0.000005666261,"domain_scores_codex":[0.9991243,0.000007779792,0.0002036114,0.000209436,0.00008288878,0.0003719548],"domain_scores_gemma":[0.9994606,0.00004325278,0.00008646669,0.0003184359,0.00004525598,0.00004600075],"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":[0.00001307308,0.000006173854,0.0001448624,0.0001870584,0.00001924527,0.000005754273,0.00004386673,0.000002207968,0.9898385,0.0008679558,0.002567528,0.006303726],"study_design_scores_gemma":[0.0002714761,0.00004956547,0.00003610577,0.00006817134,0.00001311561,0.00000949023,0.00007396479,0.00001564415,0.8037271,0.000740832,0.1948274,0.0001670538],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621372,0.03408968,0.00109176,0.0002408942,0.000655739,0.0003556139,0.00005401328,0.0005801406,0.0007949173],"genre_scores_gemma":[0.9885486,0.007759477,0.002312549,0.0000160288,0.00009546596,0.00004528338,0.000006903217,0.00003606304,0.001179591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1922599,"threshold_uncertainty_score":0.6532227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007403367559936391,"score_gpt":0.2497190464987244,"score_spread":0.242315678938788,"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."}}