{"id":"W4366776672","doi":"10.1016/j.virusres.2023.199121","title":"Meeting report: The first soil viral workshop 2022","year":2023,"lang":"en","type":"article","venue":"Virus Research","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Biological and Environmental Research; University of North Carolina at Charlotte; Office of Science; Novo Nordisk Fonden; China Scholarship Council; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Institute of Food and Agriculture; Rijksuniversiteit Groningen; Deutsche Forschungsgemeinschaft; Friedrich-Schiller-Universität Jena; Villum Fonden; Vetenskapsrådet; Nepal Agricultural Research Council; Lawrence Livermore National Laboratory; Novo Nordisk; U.S. Department of Energy; Aarhus Universitet; U.S. Department of Agriculture","keywords":"Biology; Library science; Engineering ethics; Ecology; Engineering; Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00162514,0.00007481168,0.00006989898,0.00006508928,0.0009756853,0.0001460978,0.0004007158,0.00005069572,0.004916023],"category_scores_gemma":[0.0002661163,0.00005310952,0.00006184178,0.0009648612,0.0002649666,0.0001529233,0.0008636094,0.0005117159,0.01154366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001396455,"about_ca_system_score_gemma":0.00001454319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004801278,"about_ca_topic_score_gemma":0.01037635,"domain_scores_codex":[0.9984858,0.0001085095,0.0001761711,0.0002911232,0.00043241,0.0005060065],"domain_scores_gemma":[0.9991767,0.0002726212,0.00003543293,0.000429969,0.00001632443,0.00006894076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002621189,0.00006043717,0.0009860267,0.000006479432,0.00001317223,0.0003112603,0.0008238278,0.000488244,0.5562999,0.00002572878,0.4271455,0.01381326],"study_design_scores_gemma":[0.00008791786,0.00002998994,0.03577557,0.00002500403,0.000002949865,0.00005691922,0.0005144112,0.0006540077,0.01568576,0.0001698868,0.9468859,0.0001116933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492473,0.00004680471,0.000006212127,0.006143295,0.0003133713,0.0002019199,0.000006309146,0.00008088016,0.04395389],"genre_scores_gemma":[0.9422665,0.0001909468,0.00002343191,0.0001892041,0.000183815,0.00007255335,0.000009683828,0.00002071733,0.05704317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5406141,"threshold_uncertainty_score":0.9959936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06730022817373041,"score_gpt":0.3703144777961747,"score_spread":0.3030142496224443,"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."}}