{"id":"W4328103801","doi":"10.1016/j.psj.2023.102667","title":"Can the broiler industry rely on results of existing life cycle assessment and environmental assessments studies to inform broilers’ nutritional strategies?","year":2023,"lang":"en","type":"review","venue":"Poultry Science","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life-cycle assessment; Broiler; Scopus; Psychological intervention; Population; Environmental impact assessment; Economic shortage; Business; Production (economics); Environmental health; Environmental science; Agricultural science; Biotechnology; Medicine; MEDLINE; Biology; Animal science; Ecology; Government (linguistics)","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":[0.04778432,0.001247335,0.004936702,0.0133025,0.0004792182,0.005843187,0.002111942,0.002939269,0.00275404],"category_scores_gemma":[0.1593546,0.000982482,0.00478959,0.009128851,0.001502423,0.005986178,0.001945434,0.001795971,0.0005442244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003145327,"about_ca_system_score_gemma":0.0160899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007399293,"about_ca_topic_score_gemma":0.01972058,"domain_scores_codex":[0.9717409,0.01215966,0.009433145,0.001454679,0.004749147,0.0004624351],"domain_scores_gemma":[0.7786504,0.1811294,0.01825699,0.003444723,0.01791421,0.000604255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002027925,0.00003390017,0.002026914,0.8119807,0.006450179,0.0001601568,0.0009938907,0.0002019641,0.0005513065,0.001546035,0.002097276,0.1737549],"study_design_scores_gemma":[0.0001049804,0.0002737655,0.00471875,0.9141027,0.02265242,0.0002156344,0.001787889,0.0001161778,0.000544011,0.001736928,0.05368887,0.0000578201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002323369,0.9918171,0.0008967102,0.002475493,0.0004573863,0.0002496746,0.0004146292,0.0000101757,0.001355552],"genre_scores_gemma":[0.04242347,0.9477415,0.004572788,0.003571259,0.0002690153,0.0006517344,0.0004612764,0.00001574506,0.0002931295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04778432,"threshold_uncertainty_score":0.2527107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1379176663556358,"score_gpt":0.4243903424630043,"score_spread":0.2864726761073686,"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."}}