{"id":"W3195116086","doi":"10.26434/chemrxiv.12252323.v1","title":"A Dual Sensor for Biogenic Amines and Oxygen Based on Genipin Immobilized in Edible Calcium Alginate Gel Beads","year":2020,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"Polyamine Metabolism and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Genipin; Chemistry; Calcium alginate; Environmentally friendly; Food science; Calcium; Organic chemistry; Biology; Ecology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000134899,0.0003381636,0.0003821952,0.00009309162,0.00005117778,0.00004132247,0.0002272603,0.0003877563,0.000007040004],"category_scores_gemma":[0.0001294104,0.0003361494,0.0001862648,0.0001149589,0.00009698981,0.000001718742,0.0003167326,0.0001940132,0.000006150337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002042038,"about_ca_system_score_gemma":0.0001236711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004809538,"about_ca_topic_score_gemma":0.000007856884,"domain_scores_codex":[0.9984028,0.00003529265,0.0003015464,0.0008470748,0.00009833503,0.0003149044],"domain_scores_gemma":[0.999065,0.00003363521,0.0001252377,0.0005710282,0.00006830761,0.0001367278],"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":[0.0001485303,0.0001049319,0.0003200083,0.0001718868,0.00004228604,0.00000223167,0.0000179049,0.00005241728,0.9968197,0.00008354006,0.00154814,0.0006884612],"study_design_scores_gemma":[0.001810954,0.0001132963,0.002636446,0.000037511,0.00008173486,0.000002938152,0.00002270318,0.003363943,0.9546479,0.0002402793,0.03656952,0.0004727723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847287,0.0028099,0.007990343,0.002250192,0.0002341939,0.001320342,0.0003551742,0.00003884979,0.0002723197],"genre_scores_gemma":[0.9909928,0.0001922998,0.004392203,0.0006176096,0.0007197096,0.0009652083,0.001697664,0.00006412877,0.0003583657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04217176,"threshold_uncertainty_score":0.999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0279049145100532,"score_gpt":0.2910464350816616,"score_spread":0.2631415205716083,"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."}}