{"id":"W4402669400","doi":"10.1016/j.prevetmed.2024.106349","title":"Making the invisible visible: Effectiveness of a training program to increase awareness and biosecurity compliance in poultry barn anterooms, using glowing substances","year":2024,"lang":"en","type":"article","venue":"Preventive Veterinary Medicine","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cegep de Saint Hyacinthe; Université du Québec en Outaouais","funders":"","keywords":"Biosecurity; Environmental health; Psychology; Animal husbandry; Applied psychology; Agriculture; Veterinary medicine; Medical education; Medicine; Geography","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":[0.00150979,0.0001707702,0.0003366772,0.00005095469,0.0001558094,0.00003281382,0.0002102035,0.00004598858,0.00002312293],"category_scores_gemma":[0.0001041198,0.00006683104,0.00004843076,0.0009549971,0.0001926244,0.0001827065,0.0001503091,0.0001620503,8.497214e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003414003,"about_ca_system_score_gemma":0.000017728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000465503,"about_ca_topic_score_gemma":0.0001067136,"domain_scores_codex":[0.9983495,0.0005370057,0.0002872436,0.0003740704,0.0001850248,0.0002671272],"domain_scores_gemma":[0.9990469,0.0007244782,0.00005825622,0.00006517712,0.00004103181,0.00006413338],"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":[0.0009299392,0.000183745,0.0236646,0.001421309,0.00007312797,0.0002204575,0.003547985,0.00002677223,0.5970469,0.0002707349,0.000007978734,0.3726064],"study_design_scores_gemma":[0.0008659205,0.006422468,0.941564,0.029401,0.00008349222,0.0002509899,0.00833503,0.006147031,0.002291959,0.001541447,0.002597725,0.0004989302],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925081,0.005776638,0.0001092644,0.0006396063,0.000187076,0.0006126472,0.00002484063,0.00005190853,0.00008989088],"genre_scores_gemma":[0.9994805,0.0001016165,0.0002019969,0.00005431408,0.00009332901,0.00004899372,0.00001194205,0.000002317283,0.000004946874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9178994,"threshold_uncertainty_score":0.2725291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1816521665261665,"score_gpt":0.3970356900248262,"score_spread":0.2153835234986597,"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."}}