{"id":"W4401595141","doi":"10.3390/agriculture14081363","title":"Effects of Harvest Date and Ensiling Additives on the Optimized Ensiling of Silphium Perfoliatum to Prevent Faulty Fermentation","year":2024,"lang":"en","type":"article","venue":"Agriculture","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Rural Affairs","keywords":"Fermentation; Biology; Agronomy; Food science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006801552,0.0000980486,0.0001055606,0.00003506397,0.00003315252,0.00002041946,0.00004236443,0.00005579786,0.00001705193],"category_scores_gemma":[0.00002947413,0.00005295106,0.00004029862,0.0001403736,0.00001842938,0.00007021546,0.00001960565,0.0001167821,0.000007530891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001232952,"about_ca_system_score_gemma":0.000003830233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005793706,"about_ca_topic_score_gemma":7.00191e-7,"domain_scores_codex":[0.9995396,0.00002750227,0.0001152671,0.0001392465,0.00009857061,0.00007987944],"domain_scores_gemma":[0.9997822,0.0000651185,0.00001987915,0.00006707727,0.00003605467,0.00002967556],"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":[0.00001607399,0.00002592723,0.000006344942,0.0007756427,0.00005904854,0.000001780676,0.001224226,0.002875689,0.9874865,0.000133581,0.006056956,0.001338183],"study_design_scores_gemma":[0.0001269369,0.00006400279,0.003854866,0.0003737501,0.00004266608,0.000003443344,0.0006340041,0.001786617,0.9899533,0.00001069635,0.003061234,0.00008842636],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969804,0.001107475,0.00007131434,0.0007210234,0.0004659258,0.0003762983,0.00002049675,0.00005786222,0.0001992273],"genre_scores_gemma":[0.9989209,0.000273148,0.0003006604,0.00003560446,0.000102315,0.00001028047,0.00002254703,0.000006863246,0.0003277184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003848522,"threshold_uncertainty_score":0.2159282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005039046912631059,"score_gpt":0.1997540408494674,"score_spread":0.1947149939368363,"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."}}