{"id":"W6990295079","doi":"","title":"Demographic, Husbandry, and Biosecurity Factors Associated with the Presence of Campylobacter spp. and Tetracycline- and Quinolone- Resistant Campylobacter spp. in Small Poultry Flocks in Ontario, Canada","year":2022,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Innovative Educational Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flock; Campylobacter; Biosecurity; Waterfowl; Campylobacteriosis; Transmission (telecommunications); Poultry farming; Tetracycline","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004227212,0.0002340493,0.0003773983,0.000342262,0.0003166412,0.00002675759,0.000958115,0.0001764141,0.00002289174],"category_scores_gemma":[0.0001244243,0.0001812862,0.00003429338,0.0009925205,0.0003689111,0.0002061358,0.0004590269,0.0007842772,5.223958e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002729065,"about_ca_system_score_gemma":0.0008326565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8058062,"about_ca_topic_score_gemma":0.9911909,"domain_scores_codex":[0.998619,0.0001681349,0.0002247415,0.000420424,0.0003160909,0.0002515794],"domain_scores_gemma":[0.998363,0.000514344,0.0004740113,0.0004142839,0.0001999246,0.00003442325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002842478,0.00011953,0.9711991,0.0001207608,0.0001779973,0.00003581723,0.02093006,0.000008013125,0.004187798,0.002255534,0.000470002,0.0002111693],"study_design_scores_gemma":[0.0004027001,0.00008962493,0.9759434,0.0001005253,0.0000341338,0.000002324001,0.02227824,0.00002469926,0.0001168622,0.0005086426,0.0003010415,0.0001977506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975396,0.000390848,0.00001055764,0.001380735,0.0001227567,0.0003578888,0.0000692245,0.00001621148,0.0001122003],"genre_scores_gemma":[0.9991885,0.00008721603,0.0001543314,0.00002453724,0.000004039107,0.000001361706,0.00008266755,0.000007793929,0.0004495505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1853846,"threshold_uncertainty_score":0.7392637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508978613975768,"score_gpt":0.2045984263586948,"score_spread":0.1895086402189372,"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."}}