{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006268647,0.0003211823,0.0001526871,0.0008049568,0.0004944003,0.000345292,0.0002807629,0.000336465,0.000905205],"category_scores_gemma":[0.0007556346,0.0001066313,0.0002870075,0.0007555305,0.0002331445,0.0001845273,0.0001426182,0.0002053763,0.0002392729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370652,"about_ca_system_score_gemma":0.0006658733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1229896,"about_ca_topic_score_gemma":0.1570846,"domain_scores_codex":[0.9995009,0.00007086703,0.00001538887,0.00006633309,0.0002348637,0.0001116978],"domain_scores_gemma":[0.9992673,0.0001433556,0.0001401891,0.0000401924,0.000364501,0.00004441187],"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":[0.0008882555,0.0003845286,0.1296237,0.0005591605,0.0001009379,0.0004392678,0.0005624604,0.001755041,0.793479,0.0001661124,0.000451674,0.07158998],"study_design_scores_gemma":[0.00001570715,0.00356798,0.6364912,0.0000503772,0.00009658554,0.00062584,0.0006791033,0.002598345,0.3499908,0.00004496664,0.005806332,0.00003274023],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941294,0.001864799,0.0005709869,0.00003913771,0.00001321643,0.0000464739,0.0002020283,0.00001481527,0.003119085],"genre_scores_gemma":[0.9935587,0.001549895,0.001075226,0.00005100587,0.00000941433,0.00001589507,0.0001906245,0.000007973479,0.003541247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1229896,"threshold_uncertainty_score":0.2445474,"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."}}