{"id":"W2985648532","doi":"10.3389/fmicb.2019.02599","title":"Crop Sorghum Ensiled With Unsalable Vegetables Increases Silage Microbial Diversity","year":2019,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Cassava research and cyanide","field":"Agricultural and Biological Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Silage; Sorghum; Crop; Agronomy; Microbial inoculant; Biology; Food science; Biotechnology; Bacteria","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":[0.0002342317,0.0001849813,0.0003510076,0.00004359744,0.0002019055,0.00004128494,0.0004066029,0.0001740406,0.0008178056],"category_scores_gemma":[0.00002884496,0.00007724606,0.0000742479,0.0003197894,0.0002045529,0.0001294254,0.0003858918,0.0002280227,0.0001558974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008544501,"about_ca_system_score_gemma":0.00002823993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002388521,"about_ca_topic_score_gemma":0.0040765,"domain_scores_codex":[0.9985104,0.0001773248,0.000165252,0.0004484986,0.00007334584,0.0006251318],"domain_scores_gemma":[0.9995861,0.0000923021,0.00006537403,0.000098513,0.00006030615,0.00009737197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002752732,0.00007843972,0.3205053,0.000007333953,0.00001992159,0.00002483614,0.00002927878,0.000004971869,0.6627262,0.0000116807,0.01556317,0.0007536156],"study_design_scores_gemma":[0.005664816,0.003219117,0.4790668,0.0002018364,0.00007347846,0.0003479462,0.002862845,0.0000849816,0.2150177,0.000801975,0.2907161,0.001942375],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977116,0.0004976653,0.000009579879,0.0002904571,0.0002832647,0.000323843,0.000119426,0.00004427573,0.0007198602],"genre_scores_gemma":[0.9968724,0.00008029414,0.0004781616,0.0003026276,0.00008293806,0.000005478218,0.0001929365,0.000001819981,0.001983314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4477085,"threshold_uncertainty_score":0.8954399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006545229385009187,"score_gpt":0.1737377375098214,"score_spread":0.1671925081248122,"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."}}