{"id":"W2883137312","doi":"10.1002/pts.2384","title":"Monitoring of oxygen using colorimetric indicator based on graphene/TiO<sub>2</sub> composite with first‐order kinetics of methylene blue for modified atmosphere packaging","year":2018,"lang":"en","type":"article","venue":"Packaging Technology and Science","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McGill University","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Graphene; Materials science; Composite number; Oxide; Fourier transform infrared spectroscopy; Raman spectroscopy; Chemical engineering; Methylene blue; Chemistry; Nanotechnology; Composite material; Organic chemistry; Photocatalysis; Catalysis","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":[0.0002609112,0.0001951676,0.0003335249,0.0002859417,0.0002192175,0.00001477044,0.0003679205,0.0001756822,0.000001941935],"category_scores_gemma":[0.000439372,0.0001725991,0.00004495458,0.002714591,0.001604823,0.00007680694,0.00009215743,0.0002148656,5.208111e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005343647,"about_ca_system_score_gemma":0.00005228936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005252964,"about_ca_topic_score_gemma":8.513364e-7,"domain_scores_codex":[0.998583,0.000008850364,0.0002924751,0.0004286242,0.000281449,0.0004056589],"domain_scores_gemma":[0.9988278,0.0002810658,0.000182133,0.000351113,0.0002568163,0.0001011173],"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":[0.00006666195,0.00005990686,0.01863589,0.0001306013,0.00002857331,0.000001606448,0.00007241659,0.007547074,0.9721363,0.0008339752,8.06321e-7,0.0004862296],"study_design_scores_gemma":[0.0004004749,0.0001657754,0.001137512,0.0001952932,0.00005159693,0.000003430537,0.0001053588,0.192501,0.8049941,0.000284246,0.000003414731,0.0001578085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8624607,0.00009452271,0.1370296,0.0001070938,0.0000397625,0.0001180767,0.000005617246,0.00008254001,0.00006205],"genre_scores_gemma":[0.9659775,0.00001058149,0.03393942,0.00001274222,0.00003093945,0.000007383961,8.470403e-7,0.00001758849,0.000002991055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1849539,"threshold_uncertainty_score":0.7038389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146885902389241,"score_gpt":0.245600158996574,"score_spread":0.2309115687576499,"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."}}