{"id":"W2405316738","doi":"10.4315/0362-028x-64.12.2058","title":"Use of Luminescent Campylobacter jejuni ATCC 33291 To Assess Eggshell Colonization and Penetration in Fresh and Retail Eggs","year":2001,"lang":"en","type":"article","venue":"Journal of Food Protection","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Dairy Farmers of Ontario","keywords":"Campylobacter jejuni; Biology; Eggshell; Colonization; Penetration (warfare); Microbiology; Biofilm; Bioreporter; Bacteria; Ecology; Gene; Gene expression","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":[0.0004323412,0.00008543135,0.0002032821,0.00005032225,0.00004738904,0.00003666068,0.00005199702,0.0001132673,0.00003421744],"category_scores_gemma":[0.0002046902,0.00003995993,0.00003274856,0.0002899514,0.00002468207,0.0002762481,0.00002153796,0.0001286965,5.889254e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003393373,"about_ca_system_score_gemma":0.000007835254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001980498,"about_ca_topic_score_gemma":0.001471775,"domain_scores_codex":[0.9990718,0.0001684623,0.0003924614,0.000130761,0.0001167784,0.0001197489],"domain_scores_gemma":[0.9993517,0.00008452671,0.0002988469,0.00002859046,0.0001639596,0.00007242127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003504891,0.00009997402,0.3306164,0.00001475433,0.00001454399,0.000004487155,0.0001462162,0.00004934393,0.6278335,0.00002986338,0.00006736745,0.04077305],"study_design_scores_gemma":[0.0002194182,0.002188044,0.981325,0.00006106585,0.00001400415,0.0001621228,0.0001290187,0.00011385,0.0126607,0.0002580538,0.002779088,0.00008962728],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981889,0.0001171547,0.000139415,0.001158325,0.0001113522,0.0002589508,0.000003228427,0.000005232978,0.00001743851],"genre_scores_gemma":[0.9992822,0.0002563604,0.0001723611,0.0001156863,0.0001378565,0.000004980206,0.000003461612,9.323354e-7,0.00002612568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6507087,"threshold_uncertainty_score":0.1629519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082685388863554,"score_gpt":0.269805303601004,"score_spread":0.1615367647146486,"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."}}