{"id":"W4353082261","doi":"10.1002/pts.2726","title":"A colour indicator film based on bromothymol blue/poly‐L‐lactic acid/polyvinylpyrrolidone for detecting bacteria","year":2023,"lang":"en","type":"article","venue":"Packaging Technology and Science","topic":"Dye analysis and toxicity","field":"Chemistry","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Science Foundation of Inner Mongolia; National Natural Science Foundation of China","keywords":"Bromothymol blue; Polyvinylpyrrolidone; Lactic acid; Bacteria; pH indicator; Food science; Materials science; Chemistry; Chromatography; Biology; Organic chemistry; Polymer chemistry","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":[0.000764852,0.0001794658,0.0002515615,0.00091102,0.0008136039,0.0001052421,0.0005234106,0.000197879,0.00009905789],"category_scores_gemma":[0.0009744627,0.0001663119,0.00006481741,0.001939642,0.0007178977,0.0001322686,0.0001814382,0.0003008178,0.00004440936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005982509,"about_ca_system_score_gemma":0.0001276405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007149365,"about_ca_topic_score_gemma":0.000009258457,"domain_scores_codex":[0.9982892,0.00001130985,0.0002175716,0.0006365874,0.0002388117,0.0006065046],"domain_scores_gemma":[0.999002,0.0001847215,0.0001489672,0.0004991516,0.00005134904,0.0001137995],"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":[0.0000578574,0.00009374017,0.02477722,0.0001059139,0.0000365073,0.00002789029,0.0002279686,0.000009971996,0.9307511,0.00112715,0.0001750262,0.0426096],"study_design_scores_gemma":[0.0005478516,0.00008765244,0.002387115,0.00007204887,0.00003851322,0.00001409399,0.0004501785,0.05584494,0.9383354,0.001152053,0.0008072118,0.000262915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952891,0.0001110325,0.001424691,0.001843532,0.00009467725,0.0000777346,0.00002095587,0.0005828777,0.000555331],"genre_scores_gemma":[0.9980726,0.000006772204,0.001393538,0.0001834812,0.00004485391,0.00006291817,0.000004615458,0.00001655553,0.0002146174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05583498,"threshold_uncertainty_score":0.6782005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322118574649241,"score_gpt":0.2624771166898363,"score_spread":0.2492559309433438,"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."}}