{"id":"W4280593527","doi":"10.3390/applmicrobiol2020025","title":"Response of Prokaryotic Communities to Freshwater Salinization","year":2022,"lang":"en","type":"article","venue":"Applied Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Betaproteobacteria; Alphaproteobacteria; Salinity; Dominance (genetics); Actinobacteria; Mesocosm; Soil salinity; Abiotic component; Abundance (ecology); Gammaproteobacteria; Sodium; Chloride; Biology; Ecology; Relative species abundance; Estuary; Environmental chemistry; Animal science; Chemistry; Ecosystem; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000214294,0.0002083679,0.0003448142,0.0001412309,0.0002230386,0.0004880774,0.0001536639,0.000337772,0.0007907682],"category_scores_gemma":[0.000431784,0.0001518859,0.000253755,0.0001514271,0.0002712604,0.0002222387,0.0005429597,0.0004899879,0.0001660469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004518618,"about_ca_system_score_gemma":0.0003698993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003256278,"about_ca_topic_score_gemma":0.005132777,"domain_scores_codex":[0.9997963,0.00003449339,0.00001729035,0.00005255538,0.00005628344,0.00004312731],"domain_scores_gemma":[0.9996381,0.00004605934,0.00007872541,0.00002177885,0.0001094817,0.0001058306],"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":[0.0007093069,0.00006494408,0.02083404,0.00005958609,0.00002140773,0.00005788361,0.0002543668,0.0002056388,0.9751913,0.00002764443,0.00005053804,0.002523513],"study_design_scores_gemma":[0.00003557942,0.002875486,0.7298434,0.00001384101,0.00003767581,0.0001439218,0.001040129,0.002215462,0.2619403,0.0001614051,0.001648932,0.00004393791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992276,0.0001123924,0.0001451944,0.00002271169,0.000004225984,0.000008663015,0.0001371562,0.0000076113,0.0003344729],"genre_scores_gemma":[0.9983385,0.0001061693,0.0003327569,0.00006651488,0.000004142597,0.0000207632,0.0003214394,0.000003677965,0.0008060954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003256278,"threshold_uncertainty_score":0.006474674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009528834536578356,"score_gpt":0.2075818055162143,"score_spread":0.198052970979636,"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."}}