{"id":"W2800356697","doi":"10.3168/jds.2017-13703","title":"Silage review: Unique challenges of silages made in hot and cold regions","year":2018,"lang":"en","type":"review","venue":"Journal of Dairy Science","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":243,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Silage; Microbial inoculant; Forage; Agronomy; Environmental science; Crop; Panicum; Fermentation; Biology; Food science; Horticulture; Inoculation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001419236,0.0001826723,0.001108047,0.0001093528,0.0000879558,0.00001913847,0.0006652793,0.0001217341,0.00002559168],"category_scores_gemma":[0.0004242701,0.00006421989,0.000209819,0.0008303061,0.0008471644,0.0002498666,0.0001237908,0.0002610795,0.000004298473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003494987,"about_ca_system_score_gemma":0.0001156572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006671718,"about_ca_topic_score_gemma":0.00001614772,"domain_scores_codex":[0.9982324,0.0002391953,0.0007299006,0.0002723461,0.0002961652,0.0002300246],"domain_scores_gemma":[0.9981002,0.0004497201,0.001002312,0.00008164167,0.0002266644,0.0001395141],"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":[0.00004947503,0.0005716731,0.00007787543,0.01804287,0.00003254729,0.0001100938,0.0001281065,1.224109e-7,0.01895046,0.004564536,0.01287597,0.9445963],"study_design_scores_gemma":[0.00007761435,0.0007507111,0.003796299,0.04358156,0.00005907534,0.0002298304,0.00007933153,2.341282e-7,0.0001255299,0.0003110572,0.9508044,0.0001844141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002556092,0.9958377,2.867899e-7,0.0009269042,0.0001183407,0.0002233291,0.00001944408,0.00000375861,0.0003140816],"genre_scores_gemma":[0.001753309,0.9978604,0.00006134166,0.0001111651,0.0001445318,0.000004377257,0.000001808832,8.916276e-7,0.00006212445],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9444119,"threshold_uncertainty_score":0.3121413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0833280389708629,"score_gpt":0.3220926559513175,"score_spread":0.2387646169804546,"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."}}