{"id":"W4385803739","doi":"10.1093/af/vfad057","title":"News","year":2023,"lang":"en","type":"article","venue":"Animal Frontiers","topic":"Effects of Environmental Stressors on Livestock","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001226677,0.0009165569,0.000626536,0.001511937,0.002034851,0.007252934,0.001740508,0.004426735,0.4860885],"category_scores_gemma":[0.006192034,0.0003704126,0.0007981536,0.00148534,0.0007948569,0.003882977,0.002209848,0.00410665,0.3795916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001830686,"about_ca_system_score_gemma":0.003358683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003937281,"about_ca_topic_score_gemma":0.006409883,"domain_scores_codex":[0.9986644,0.0001271455,0.00008242363,0.0002167086,0.0006765453,0.000232781],"domain_scores_gemma":[0.9972116,0.0003517446,0.0001342035,0.0002848267,0.001241921,0.0007756997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003381645,0.0000135814,0.00007649614,0.0001091189,0.000002842038,0.00008112347,0.00003611386,0.00001067013,0.0001188372,0.002474376,0.9652413,0.03180176],"study_design_scores_gemma":[0.000003385167,0.000005107391,0.0001374653,0.00005348966,0.000001139922,0.00004659817,0.00003566127,0.00000590917,0.00003595776,0.0002964462,0.9993767,0.000002196236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009107246,0.009876545,0.0009824192,0.07189763,0.1549164,0.0002055126,0.007288532,0.001398961,0.7525233],"genre_scores_gemma":[0.003422516,0.005850886,0.0005848094,0.02335965,0.01526202,0.0000971218,0.004538159,0.0004412619,0.9464436],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5139115,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259635702936975,"score_gpt":0.2062763174123804,"score_spread":0.1936799603830106,"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."}}