{"id":"W3173828813","doi":"10.1016/j.mimet.2021.106275","title":"Effect of the homogenization technique on the enumeration of psychrotrophic bacteria in food absorbent pads","year":2021,"lang":"en","type":"article","venue":"Journal of Microbiological Methods","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada; McGill University","funders":"Agriculture and Agri-Food Canada; McGill University","keywords":"Sonication; Homogenization (climate); Enumeration; Colony-forming unit; Bacteria; Biology; Food science; Centrifugation; Microbiology; Chemistry; Chromatography; Mathematics; Biochemistry; Ecology","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":[0.004199199,0.0001171994,0.0003696651,0.00006935444,0.00004838479,0.00001830779,0.0003506374,0.0001186174,0.0001275366],"category_scores_gemma":[0.0008067537,0.00005334986,0.0001894708,0.0003733758,0.0001023639,0.00006531811,0.00009025539,0.0002514492,0.000001314877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004723592,"about_ca_system_score_gemma":0.00004781621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001552845,"about_ca_topic_score_gemma":8.277748e-7,"domain_scores_codex":[0.9950934,0.003881699,0.0006446686,0.0001319835,0.0001181506,0.0001301099],"domain_scores_gemma":[0.9980015,0.000887334,0.0006838817,0.0002413228,0.0001645416,0.00002137508],"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":[0.0001446044,0.00007651351,0.0005310351,0.00002888587,0.00001303569,0.000001840648,0.00005262681,0.000107819,0.9972144,0.0002666631,0.0000154762,0.0015471],"study_design_scores_gemma":[0.0002973236,0.001414148,0.00334508,0.0002017013,0.00002097042,0.00009556764,0.000008087221,0.000007660052,0.9939296,0.0004274409,0.0001979647,0.00005443907],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885479,0.0002128957,0.01006631,0.0003787245,0.0004233924,0.000308902,0.00001148802,0.000004347593,0.00004607506],"genre_scores_gemma":[0.9477457,0.00002728722,0.05209155,0.00007226235,0.00004322105,0.000007913951,0.000001314532,0.00000690523,0.000003883917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04202525,"threshold_uncertainty_score":0.2175544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01715090896622309,"score_gpt":0.3216572068620629,"score_spread":0.3045062978958398,"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."}}