{"id":"W2786821698","doi":"10.1007/s10570-018-1672-z","title":"Reversible light-induced solubility of disperse red 1 dye in a hydroxypropyl cellulose matrix","year":2018,"lang":"en","type":"article","venue":"Cellulose","topic":"Photochromic and Fluorescence Chemistry","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Visible spectrum; Dissolution; Solubility; Polymer; Materials science; Fourier transform infrared spectroscopy; Cellulose; Acetone; Chemical engineering; Photochemistry; Hydroxypropyl cellulose; Matrix (chemical analysis); Composite material; Chemistry; Organic chemistry; Optoelectronics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006654475,0.0002442649,0.0004142621,0.00009036501,0.0000698899,0.00003023933,0.0005834677,0.0002131091,0.002514184],"category_scores_gemma":[0.000158346,0.000226869,0.000115152,0.0003626916,0.0003461532,0.0002128601,0.0002299474,0.0001896376,0.0005646671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001626912,"about_ca_system_score_gemma":0.0001923936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003962792,"about_ca_topic_score_gemma":0.00004347678,"domain_scores_codex":[0.9978815,0.00008748471,0.0005647959,0.0006245995,0.0003150266,0.0005266299],"domain_scores_gemma":[0.9986305,0.00005111745,0.0002127006,0.000813806,0.000112286,0.0001795402],"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":[0.0001642179,0.0002613004,0.001284755,0.0001430013,0.000004216413,0.00002821504,0.00115189,5.06826e-7,0.9948519,0.00004386055,0.001997268,0.0000688009],"study_design_scores_gemma":[0.0007334019,0.0001137489,0.0006720821,0.0001061121,0.00001680013,0.000005304102,0.0002003862,0.000594863,0.9964256,0.000478311,0.0003933611,0.0002599933],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914503,0.00008096827,0.00004765716,0.0001234383,0.0003874418,0.0003619763,0.00001778952,0.00006802446,0.007462398],"genre_scores_gemma":[0.9962671,0.000007793952,0.001057117,0.00003176901,0.0001754426,0.00002165382,0.000009550116,0.00002374218,0.002405874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005056524,"threshold_uncertainty_score":0.9983976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530851044441651,"score_gpt":0.2557009220139963,"score_spread":0.2403924115695798,"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."}}