{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004290229,0.000317931,0.0002615853,0.0009672025,0.003487069,0.0007082988,0.0007943151,0.0002220871,0.003298438],"category_scores_gemma":[0.0006545818,0.0003276324,0.0001968086,0.001801115,0.0007320896,0.0002117452,0.0006738899,0.0002998835,0.0004226775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01976895,"about_ca_system_score_gemma":0.01861467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9782794,"about_ca_topic_score_gemma":0.9964837,"domain_scores_codex":[0.9993122,0.00003516805,0.00002691739,0.0001080088,0.0002705024,0.0002472217],"domain_scores_gemma":[0.9992056,0.00005505101,0.0001256695,0.00002061242,0.0002996823,0.0002933777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002336094,0.0001795463,0.9318725,0.000250195,0.00004592997,0.002098994,0.0122073,0.0003631307,0.01231481,0.0002622339,0.003997433,0.03617434],"study_design_scores_gemma":[0.000006485085,0.00009550079,0.9837244,0.00005646494,0.00001147637,0.0001637949,0.01069157,0.0001914567,0.000370399,0.00002157376,0.004646899,0.00002004063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995106,0.000194306,0.0001763146,0.00009794044,0.000005527282,0.0001101367,0.001332521,0.00001660564,0.002960621],"genre_scores_gemma":[0.9844986,0.001060098,0.002200516,0.0002935441,0.000004690991,0.0001146342,0.002553359,0.00001975742,0.009254828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02172059,"threshold_uncertainty_score":0.1434345,"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."}}