{"id":"W4411618145","doi":"10.51847/votd8r0j8m","title":"10.51847/Votd8r0j8M","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Livestock Farming and Management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beef cattle; Business; Marketing; Animal science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007013091,0.00007050706,0.0000705669,0.000005161141,0.00009091977,0.00003427717,0.0001623237,0.00002553763,0.988137],"category_scores_gemma":[0.000006358862,0.00002561296,0.00003585219,0.0001430914,0.00001109587,0.00004070291,0.00003633802,0.00003033538,0.9588708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008944106,"about_ca_system_score_gemma":0.000001194028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007318594,"about_ca_topic_score_gemma":9.131637e-7,"domain_scores_codex":[0.9994763,0.00001861052,0.00007462725,0.0001575914,0.0000997028,0.0001731983],"domain_scores_gemma":[0.999822,0.00002611004,0.00001076908,0.00004294081,0.00001181353,0.00008640315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001211596,0.00002631338,4.019802e-7,6.290656e-7,0.00000363668,0.000001535004,0.000003901542,0.000008271782,0.0008052669,0.000002789266,0.0339536,0.9651815],"study_design_scores_gemma":[0.00003441801,0.0001803842,0.001124651,0.000004301406,0.000004827928,0.000001151787,0.000001837531,0.00001653023,0.00002626604,0.000005179857,0.998507,0.00009340889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05391565,0.00001710377,3.158293e-8,0.001158984,0.000002156668,0.0001170385,0.000006701778,0.0001157459,0.9446666],"genre_scores_gemma":[0.004222552,3.49915e-7,0.00002893049,0.0001854339,0.0001378465,0.00001265389,0.00001445382,5.011447e-7,0.9953973],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9650881,"threshold_uncertainty_score":0.1044466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008053147640215048,"score_gpt":0.1600648802737617,"score_spread":0.1520117326335466,"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."}}