{"id":"W2113034465","doi":"10.1080/00071668.2011.643766","title":"Ventilation rates in large commercial layer hen houses with two-year continuous monitoring","year":2012,"lang":"en","type":"article","venue":"British Poultry Science","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Purdue University","keywords":"Ventilation (architecture); Environmental science; Airflow; Animal science; Meteorology; Engineering; Biology; Physics; Mechanical engineering","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":[0.0003231739,0.00009123401,0.0001436922,0.00008012756,0.000125504,0.0001005774,0.0002750786,0.000059694,0.00003033409],"category_scores_gemma":[0.0002957212,0.00009323101,0.00002217069,0.0004435943,0.000110184,0.0006332085,0.00008609359,0.0001962045,0.00002104033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000552219,"about_ca_system_score_gemma":0.00002454002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002112625,"about_ca_topic_score_gemma":0.00001492611,"domain_scores_codex":[0.998859,0.000008942109,0.0001495779,0.0001951756,0.0002635686,0.0005236728],"domain_scores_gemma":[0.999621,0.00004681657,0.00003857425,0.0001479837,0.00005364557,0.00009200705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001407154,0.00004921243,0.9289179,0.000006955789,0.000001939544,0.000007999562,0.00008423316,0.00007935073,0.06394211,0.0001539918,0.00007126374,0.006670895],"study_design_scores_gemma":[0.0009720105,0.00002026351,0.9309806,0.0002035879,0.000005419212,0.00003245034,0.001572228,0.0003288387,0.06497809,0.00002730234,0.0006493075,0.000229881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969658,0.0002718576,0.0005344172,0.00005156104,0.0002473248,0.00008889782,0.000005527008,0.0002481944,0.001586398],"genre_scores_gemma":[0.9984993,0.00001609083,0.001132241,0.00002250608,0.0001703158,0.00001271978,0.000001365708,0.00001254,0.0001329469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006441014,"threshold_uncertainty_score":0.380185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01883791608605542,"score_gpt":0.2807978251765145,"score_spread":0.2619599090904591,"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."}}