{"id":"W4390745537","doi":"10.1002/pts.2790","title":"Deliquescence‐induced release of ethyl formate and chlorine dioxide from their precursors‐loaded sachets for in‐package fumigation of spotted wing drosophila (<i>Drosophila suzukii</i> Matsumura)","year":2024,"lang":"en","type":"article","venue":"Packaging Technology and Science","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Canadian Food Inspection Agency","keywords":"Fumigation; Chemistry; Chlorine dioxide; Relative humidity; Bromide; Citric acid; Chlorine; Nuclear chemistry; Formate; Biochemistry; Inorganic chemistry; Horticulture; Organic chemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006369474,0.0001713468,0.0002947546,0.0002031717,0.0001740171,0.00004734463,0.0003300504,0.0001916972,0.000002859848],"category_scores_gemma":[0.0001229639,0.000086281,0.00004909304,0.001025975,0.0006301848,0.0003785058,0.0001378519,0.0002290727,3.880452e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002660744,"about_ca_system_score_gemma":0.00002541874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001380864,"about_ca_topic_score_gemma":0.00004970377,"domain_scores_codex":[0.998711,0.00002419212,0.0003468826,0.0004386076,0.0001578707,0.0003213784],"domain_scores_gemma":[0.9994418,0.0001730465,0.000119736,0.0001176341,0.00009290066,0.00005490868],"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":[0.00003607959,0.00002394697,0.008332162,0.00003158256,0.00000402129,0.000003215512,0.0002726015,1.820817e-7,0.9642282,0.003984006,0.000001381625,0.02308265],"study_design_scores_gemma":[0.0001754978,0.0002025283,0.1425839,0.000259137,0.00001550584,0.000009737245,0.000302713,0.0005967097,0.8198758,0.03581752,0.00001411427,0.0001467902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972324,0.0005350377,0.00004045987,0.001414907,0.00006297342,0.0003804185,0.00006832148,0.0002215429,0.00004391148],"genre_scores_gemma":[0.9993826,0.000145698,0.0003400147,0.00003867299,0.00002494392,0.00005060631,0.00001182966,0.000002341859,0.000003279067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1443524,"threshold_uncertainty_score":0.3518437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855589366884634,"score_gpt":0.2483004778204263,"score_spread":0.2297445841515799,"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."}}