{"id":"W2339769348","doi":"10.1557/adv.2015.45","title":"Surface Modification of Nanocrystalline Cellulose toward a Tunable Optical Polarizer","year":2016,"lang":"en","type":"article","venue":"MRS Advances","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"FPInnovations; Institut National d'Optique","funders":"","keywords":"Materials science; Polarizer; Nanocrystalline material; Cellulose; Surface modification; Surface (topology); Optoelectronics; Nanotechnology; Chemical engineering; Optics; Birefringence","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":[],"consensus_categories":[],"category_scores_codex":[0.0004132698,0.0001732441,0.000312534,0.0000491442,0.00008794218,0.00002054474,0.0003250045,0.00005231173,0.0002963434],"category_scores_gemma":[0.0003628962,0.0001085305,0.0000633571,0.00019219,0.0004630439,0.000632766,0.0001685856,0.00006465799,0.0001782032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008530689,"about_ca_system_score_gemma":0.00005853939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002269428,"about_ca_topic_score_gemma":0.000006308293,"domain_scores_codex":[0.9981483,0.00007267512,0.0003722291,0.0004135294,0.0005047571,0.0004884816],"domain_scores_gemma":[0.9988132,0.0003335807,0.0001596496,0.0003525764,0.0002239615,0.0001171027],"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":[0.00008672645,0.00008170622,0.0002879138,0.00007578717,0.00000699468,0.000005129633,0.00009417441,0.0002490988,0.9915782,0.003358636,0.0000854,0.004090282],"study_design_scores_gemma":[0.0004444473,0.0001158212,0.0001550728,0.00006459315,0.000008065473,0.000001965323,0.0001176346,0.00005490811,0.9776023,0.006281372,0.01498592,0.0001678944],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8856938,0.006288195,0.102847,0.00138143,0.000256088,0.0003826487,0.0001020146,0.0001301187,0.002918701],"genre_scores_gemma":[0.9677662,0.001280408,0.02786172,0.00001383274,0.00005619216,0.00002030852,0.000003869277,0.00001957249,0.002977848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08207239,"threshold_uncertainty_score":0.4425744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03436013877979392,"score_gpt":0.3103095169656982,"score_spread":0.2759493781859043,"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."}}