{"id":"W176772887","doi":"10.1023/a:1016624330458","title":"Induced Circular Dichroism of Chiral Nematic Cellulose Films","year":2001,"lang":"en","type":"article","venue":"Cellulose","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Liquid crystal; Materials science; Cellulose; Dissolution; Evaporation; Suspension (topology); Colloid; Chemical engineering; Dissolving pulp; Circular dichroism; Molecule; Optics; Composite material; Crystallography; Organic chemistry; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005797145,0.0002298312,0.0003601159,0.0001415451,0.00007965606,0.00006029324,0.0006301327,0.00009387875,0.005066053],"category_scores_gemma":[0.0003163246,0.0002069781,0.000110695,0.0003872543,0.0001803641,0.0003811936,0.0002912644,0.0001760675,0.00109002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008196032,"about_ca_system_score_gemma":0.0001234162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009582853,"about_ca_topic_score_gemma":0.000004106081,"domain_scores_codex":[0.9973699,0.0001482689,0.000527854,0.0004351624,0.0008421486,0.0006766781],"domain_scores_gemma":[0.9985654,0.0001009509,0.0002131392,0.0007093218,0.000133625,0.0002775065],"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":[0.0000547251,0.0002321035,0.0002393844,0.0001703697,0.00001143,0.0001146978,0.0003208259,0.00002036134,0.997362,0.0004640513,0.0005641421,0.0004459625],"study_design_scores_gemma":[0.0008279037,0.000282168,0.0004576874,0.00008435136,0.00001754613,0.00001518924,0.0001072998,0.0005953392,0.993359,0.002377993,0.001628845,0.0002466451],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907638,0.0003171769,0.001158957,0.00009074843,0.0003461395,0.0004626977,0.00001207998,0.00007794957,0.006770413],"genre_scores_gemma":[0.9932387,0.00003103769,0.001382066,0.00007573862,0.00007498176,0.00003992565,0.00001821947,0.00003694921,0.005102394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004002915,"threshold_uncertainty_score":0.9996877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03060828276413223,"score_gpt":0.2901091404355211,"score_spread":0.2595008576713889,"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."}}