{"id":"W4205467535","doi":"10.3390/microorganisms10010129","title":"From Surface to Subsurface: Diversity, Composition, and Abundance of Sessile and Endolithic Bacterial, Archaeal, and Eukaryotic Communities in Sand, Clay and Rock Substrates in the Laurentians (Quebec, Canada)","year":2022,"lang":"en","type":"article","venue":"Microorganisms","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Environment","keywords":"Abundance (ecology); Ecology; Groundwater; Ecosystem; Aquifer; Microbial population biology; Habitat; Plankton; Biology; Earth science; Environmental science; Geology; Paleontology; 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":[0.0001059228,0.0002777043,0.0002468134,0.0008847121,0.001170821,0.0009863945,0.0003812094,0.0002486513,0.001540024],"category_scores_gemma":[0.0002397024,0.0001693462,0.0001297737,0.001239232,0.0006046304,0.0002198632,0.0004538958,0.0002818413,0.0002507819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006261129,"about_ca_system_score_gemma":0.004519507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.969826,"about_ca_topic_score_gemma":0.9878579,"domain_scores_codex":[0.9998164,0.000007901172,0.000005616829,0.00005803652,0.00004719546,0.0000649638],"domain_scores_gemma":[0.9997857,0.00001081871,0.00002799416,0.000003682566,0.0001088241,0.00006302015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002371236,0.00004457843,0.9055524,0.0001485374,0.00006156032,0.0002700184,0.004972427,0.0004343325,0.05109287,0.0001595257,0.001029564,0.03599709],"study_design_scores_gemma":[0.000001766611,0.00001687084,0.997287,0.00001548719,0.000008035752,0.0000382273,0.001387267,0.0001910454,0.0004497723,0.00001022437,0.0005876596,0.000006532976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973246,0.0003819458,0.000115088,0.00005575702,0.000002509423,0.000009216159,0.001070801,0.000007687694,0.001032384],"genre_scores_gemma":[0.9972209,0.000197894,0.000254209,0.00004360362,0.00000144679,0.000006729946,0.0006099252,0.000003548858,0.001661805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03017402,"threshold_uncertainty_score":0.0607034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009048167736060675,"score_gpt":0.1928248627198491,"score_spread":0.1837766949837884,"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."}}