{"id":"W6977912915","doi":"10.7892/boris.131744","title":"Housing and Management Practices on 33 Pullet Farms in Canada","year":2019,"lang":"en","type":"article","venue":"Open Access CRIS of the University of Bern","topic":"Agricultural Economics and Policy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Poverty; Production (economics); Sustainability","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002646725,0.0003445126,0.0004329279,0.001285296,0.003195228,0.001178664,0.001105734,0.0004102265,0.003451366],"category_scores_gemma":[0.0004699413,0.0004363525,0.0004681894,0.003553537,0.000705615,0.0002593505,0.0009101341,0.0004158558,0.0005805445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0222441,"about_ca_system_score_gemma":0.02021145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9930066,"about_ca_topic_score_gemma":0.9987016,"domain_scores_codex":[0.9994144,0.0000449354,0.00002624225,0.00008410023,0.0001395001,0.0002907598],"domain_scores_gemma":[0.9994503,0.00003003733,0.00009583828,0.00001185719,0.0001951364,0.0002168795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001592167,0.0001195393,0.9791508,0.00008092392,0.00008571407,0.000522056,0.005789608,0.0003784844,0.001835576,0.000304204,0.001605044,0.00996888],"study_design_scores_gemma":[0.000003213143,0.00002024336,0.993323,0.00001662027,0.000007158106,0.00003216922,0.005338763,0.0001531745,0.00006353198,0.00001133805,0.00102206,0.000008675933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973302,0.000130721,0.00003522502,0.00005029364,0.000002222582,0.00001986111,0.001248971,0.000004116739,0.001178452],"genre_scores_gemma":[0.9922625,0.0002757996,0.0002358558,0.00005390229,0.00000140498,0.00002939787,0.001373709,0.000005910195,0.005761464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0222441,"threshold_uncertainty_score":0.161393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03387534924342521,"score_gpt":0.2471418433493467,"score_spread":0.2132664941059215,"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."}}