{"id":"W4401937795","doi":"10.1186/s40793-024-00602-4","title":"Oak seedling microbiome assembly under climate warming and drought","year":2024,"lang":"en","type":"article","venue":"Environmental Microbiome","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Stockholms Universitet; TU Graz, Internationale Beziehungen und Mobilitätsprogramme","keywords":"Seedling; Environmental science; Microbiome; Climate change; Global warming; Climatology; Biology; Ecology; Agronomy; Bioinformatics; Geology","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":[0.0001586144,0.0002234953,0.00016256,0.00003190059,0.0001939231,0.0001759398,0.0001388087,0.0001238011,0.0002493339],"category_scores_gemma":[0.000001408823,0.0001063347,0.0001089106,0.0002017215,0.0001279989,0.0001631902,0.0002069354,0.0001509254,0.0003328616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001079685,"about_ca_system_score_gemma":0.000002871536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004539695,"about_ca_topic_score_gemma":0.00003139985,"domain_scores_codex":[0.9987807,0.00003614719,0.0002058697,0.0004655559,0.00009687096,0.0004148939],"domain_scores_gemma":[0.9997273,0.00007445733,0.00003416481,0.000057553,0.000001924772,0.0001045885],"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":[0.000006437087,0.00003770885,0.0009593908,0.00001561934,0.00002422633,0.00002110315,0.00005940945,0.000001958511,0.9907767,0.00006031798,0.00009693711,0.007940147],"study_design_scores_gemma":[0.001077421,0.0006806899,0.2175909,0.0004679551,0.0002943748,0.001990896,0.00368752,0.00640182,0.5638457,0.0008412158,0.2000101,0.003111509],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995964,0.002337274,0.000003559877,0.0005711554,0.0002790726,0.0001326221,0.0003633971,0.0001377362,0.0002112034],"genre_scores_gemma":[0.9980181,0.0004307671,0.0001653286,0.0004790707,0.0001528316,0.000006520565,0.0003276199,0.000005228236,0.0004145754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4269311,"threshold_uncertainty_score":0.4336205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007391774545486343,"score_gpt":0.193230207011059,"score_spread":0.1858384324655727,"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."}}