{"id":"W16672134","doi":"","title":"An investigation of the performance of photochromic dyes and their application to polyester and cotton fabrics","year":2013,"lang":"en","type":"dissertation","venue":"Chronic diseases in Canada","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photochromism; Polyester; Polymer science; Polymer chemistry; Materials science; Composite material; Nanotechnology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002471222,0.0001015289,0.0001346033,0.00003489439,0.00005181449,0.00001336792,0.0001774269,0.00002094456,0.0000201119],"category_scores_gemma":[0.00000128221,0.00007783993,0.00001619643,0.0001677984,0.00005763895,0.00008590327,0.0000220516,0.00005651966,2.372533e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251388,"about_ca_system_score_gemma":0.001518804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3983343,"about_ca_topic_score_gemma":0.43706,"domain_scores_codex":[0.9994338,0.00001189004,0.0001787321,0.0001800148,0.0000997593,0.00009586016],"domain_scores_gemma":[0.9994577,0.00002602837,0.0001570926,0.0002426643,0.00004309234,0.00007349347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002415101,0.00007608921,0.8238618,0.0007183153,0.0000348832,4.519637e-8,0.002145261,0.001053712,0.05497284,0.002435709,0.0006494243,0.1140277],"study_design_scores_gemma":[0.0001600284,0.00004565629,0.9530247,0.0001829786,0.00003022406,1.0238e-7,0.001942923,0.009947381,0.03381508,0.0005207204,0.0001636703,0.000166513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989204,0.0002035821,0.00001264614,0.00003942199,0.00004613407,0.0005506686,0.0001457711,0.000001732504,0.00007957449],"genre_scores_gemma":[0.9994531,0.00001708874,0.000007409988,0.00002324164,0.00002934433,0.0002342414,0.0001866748,0.000007015292,0.00004188013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1291628,"threshold_uncertainty_score":0.6056722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002911512093925724,"score_gpt":0.2105631983568047,"score_spread":0.207651686262879,"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."}}