{"id":"W2321517189","doi":"10.1021/ar400243m","title":"The Development of Chiral Nematic Mesoporous Materials","year":2014,"lang":"en","type":"article","venue":"Accounts of Chemical Research","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":291,"is_retracted":false,"has_abstract":true,"ca_institutions":"FPInnovations; University of British Columbia","funders":"","keywords":"Materials science; Liquid crystal; Mesoporous material; Chemical engineering; Polymer; Calcination; Cellulose; Composite material; Nanotechnology; Organic chemistry; Optoelectronics; Catalysis; Chemistry","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":[0.006083835,0.0001242482,0.0003502294,0.00007490252,0.0002349714,0.00005359419,0.001015385,0.00006532676,0.0002130565],"category_scores_gemma":[0.005163802,0.00007652178,0.00003800963,0.0002551118,0.001067476,0.0001305833,0.0008453245,0.0001903156,0.0001476982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000900992,"about_ca_system_score_gemma":0.0002012843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002101612,"about_ca_topic_score_gemma":0.00000497872,"domain_scores_codex":[0.9962572,0.0002392629,0.000662631,0.0002649965,0.001860732,0.0007151385],"domain_scores_gemma":[0.9964097,0.002142684,0.0001604877,0.0005305321,0.0006609792,0.00009558423],"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":[0.00008446709,0.00005483189,0.00002815144,0.0002027479,0.00001321638,4.416684e-7,0.0003322162,6.811466e-7,0.9934286,0.001705811,0.0003733883,0.003775392],"study_design_scores_gemma":[0.0002058859,0.00003781431,0.000165462,0.00007701565,0.00000231957,7.20132e-7,0.0001818278,0.00001115859,0.9882957,0.009374106,0.001573485,0.00007449546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960867,0.000200267,0.00009276802,0.0002792927,0.00006665441,0.0002763257,0.000007261487,0.00001532651,0.002975448],"genre_scores_gemma":[0.9959543,0.00003869703,0.003581934,0.000005814383,0.00007424523,0.00006865738,0.000003030577,0.00001586173,0.0002574587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007668295,"threshold_uncertainty_score":0.6181926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05562262387162473,"score_gpt":0.3882913690753594,"score_spread":0.3326687452037347,"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."}}