{"id":"W2894599916","doi":"10.3390/su10103524","title":"Sustainability in the Canadian Egg Industry—Learning from the Past, Navigating the Present, Planning for the Future","year":2018,"lang":"en","type":"article","venue":"Sustainability","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burnbrae Farms (Canada); University of British Columbia; University of Guelph; University of Waterloo; Université Laval; University of British Columbia, Okanagan Campus","funders":"","keywords":"Sustainability; Business; Animal welfare; Resource (disambiguation); Social sustainability; Futures contract; Economics; Environmental resource management; Public economics; Industrial organization; Natural resource economics; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005215955,0.0005554566,0.0004409174,0.001964812,0.01254135,0.01094573,0.001523173,0.001455608,0.003383156],"category_scores_gemma":[0.004030383,0.0001838975,0.0004159749,0.003644787,0.01207865,0.004692498,0.003885545,0.002363752,0.0002336644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1046131,"about_ca_system_score_gemma":0.2264926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9725514,"about_ca_topic_score_gemma":0.9902929,"domain_scores_codex":[0.9972542,0.0006011717,0.00004210358,0.000184184,0.0005956941,0.001322641],"domain_scores_gemma":[0.9968255,0.0005087032,0.0001700565,0.0000831685,0.001672102,0.000740571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000120187,0.000134377,0.07895824,0.001759954,0.0001006212,0.001603892,0.09211373,0.005521528,0.00252205,0.2981561,0.09175315,0.4272562],"study_design_scores_gemma":[0.000006083162,0.00004778198,0.07325931,0.002127361,0.00008761136,0.0002080557,0.3364711,0.001614608,0.001005891,0.0863395,0.4986579,0.0001747495],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2607939,0.08166339,0.005647988,0.4942206,0.0008140175,0.0001118968,0.0007510042,0.0001495379,0.1558477],"genre_scores_gemma":[0.9140595,0.05538061,0.006855024,0.01019287,0.0001282262,0.00003303899,0.0002454782,0.00003599293,0.01306922],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1046131,"threshold_uncertainty_score":0.7590245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108469924886678,"score_gpt":0.2750729581025562,"score_spread":0.2642259656138884,"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."}}