{"id":"W2584373776","doi":"10.3382/ps/pex013","title":"Precision feeding: Innovative management of broiler breeder feed intake and flock uniformity","year":2017,"lang":"en","type":"article","venue":"Poultry Science","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Hatching Egg Producers; University of Alberta","keywords":"Flock; Animal science; Broiler; Feed conversion ratio; Biology; Body weight; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0006323677,0.0004032631,0.000394274,0.0004901402,0.0002424281,0.0004305538,0.0007578243,0.0002992158,0.0004949326],"category_scores_gemma":[0.000464298,0.0001798475,0.0002315239,0.0002716716,0.0001997181,0.000367779,0.0005124958,0.0002898462,0.0001001509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002921779,"about_ca_system_score_gemma":0.0003350006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001262942,"about_ca_topic_score_gemma":0.003007989,"domain_scores_codex":[0.9997651,0.00003621851,0.00002070975,0.00007221537,0.00007749464,0.00002827771],"domain_scores_gemma":[0.9996923,0.0000390779,0.0001435025,0.00004132557,0.00003807689,0.00004569457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003362086,0.001641482,0.04872271,0.0005727318,0.0002160476,0.0001241389,0.0003401196,0.005108843,0.5628411,0.0004067253,0.0006712882,0.3759927],"study_design_scores_gemma":[0.0007036314,0.03904455,0.6744219,0.0001733477,0.0005603596,0.001096457,0.000363135,0.0413392,0.2265842,0.0007992266,0.01477073,0.0001431609],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759445,0.0005300097,0.02234738,0.00005514922,0.00001278551,0.0001360372,0.00009413586,0.0001946588,0.0006854237],"genre_scores_gemma":[0.9501274,0.0005042874,0.04728748,0.00006019836,0.00003742941,0.0002238736,0.0002578283,0.00003417415,0.001467491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001262942,"threshold_uncertainty_score":0.003344297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03672249163933745,"score_gpt":0.2745535971518659,"score_spread":0.2378311055125285,"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."}}