{"id":"W2912075913","doi":"10.3390/ani9020049","title":"Housing and Management Practices on 33 Pullet Farms in Canada","year":2019,"lang":"en","type":"article","venue":"Animals","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Egg Farmers of Canada","keywords":"Flock; Cage; Litter; Foraging; Deep litter; Agricultural science; Animal science; Geography; Business; Biology; Ecology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005496165,0.00005440896,0.0000832679,0.000005337775,0.00003255484,0.00001530061,0.00005727474,0.00001984156,0.0003370034],"category_scores_gemma":[0.000006153293,0.00002156535,0.00001052205,0.00007538484,0.000008032856,0.00003434539,0.00002879407,0.00004783699,0.00003950252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002579681,"about_ca_system_score_gemma":0.000005553441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3494714,"about_ca_topic_score_gemma":0.6599674,"domain_scores_codex":[0.9995461,0.00003172245,0.0000756054,0.0001532396,0.00006754827,0.0001257458],"domain_scores_gemma":[0.9997968,0.00008624471,0.00006175037,0.00001915953,0.000006984072,0.00002906469],"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":[0.0005519074,0.0001953704,0.3921765,0.00008678019,0.00003510419,0.00009738721,0.00006841344,0.00001197574,0.5055176,0.01386249,0.00697033,0.08042613],"study_design_scores_gemma":[0.0001100639,0.0002080394,0.9161227,0.00001843856,0.000001802811,0.000001477509,0.0004490966,0.00001846697,0.0001713762,0.0002886959,0.08253008,0.00007971843],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918471,0.00008394274,1.730051e-8,0.001982078,0.00003205478,0.0001175779,0.000008800059,0.000007196803,0.00592122],"genre_scores_gemma":[0.998068,0.0002098664,0.00001753603,0.001579942,0.00003141721,0.000003731278,0.0000053822,3.513729e-7,0.00008374142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5239462,"threshold_uncertainty_score":0.6548605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02193590036207322,"score_gpt":0.2215908163916742,"score_spread":0.199654916029601,"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."}}