{"id":"W3107784744","doi":"10.5194/bg-18-4755-2021","title":"Soil profile connectivity can impact microbial substrate use, affecting how soil CO <sub>2</sub> effluxes are controlled by temperature","year":2021,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service; Memorial University of Newfoundland","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Soil water; Organic matter; Soil horizon; Chemistry; Environmental chemistry; Substrate (aquarium); Soil respiration; Soil organic matter; Horizon; Soil science; Incubation; Soil pH; Environmental science; Ecology; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005839095,0.0003904852,0.0005782961,0.00003143179,0.0007866129,0.001057366,0.0003543706,0.000265404,0.0000537255],"category_scores_gemma":[0.0005436973,0.0001609361,0.0003938208,0.001031213,0.0003287193,0.0003646244,0.00008574857,0.0002824553,0.00001039059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008230178,"about_ca_system_score_gemma":0.0001441736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002289903,"about_ca_topic_score_gemma":0.03274652,"domain_scores_codex":[0.9973382,0.0003791763,0.0002572765,0.0008045172,0.0004608872,0.0007599826],"domain_scores_gemma":[0.9984478,0.0006112751,0.0002884159,0.000121984,0.0002516712,0.000278804],"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":[0.00006746459,0.0001097465,0.1262071,0.00000661074,0.000030462,0.00002503287,0.00004918094,0.000003907856,0.8711795,0.000006932756,0.001385143,0.0009289545],"study_design_scores_gemma":[0.0007546699,0.0002223063,0.2328224,0.000034242,0.00002790745,0.00005164561,0.0008947511,0.0004737795,0.7641734,0.00002637609,0.0001029695,0.0004154554],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958915,0.0003985128,3.878514e-7,0.001300066,0.0004458517,0.0003815191,0.001348746,0.0001477483,0.0000857306],"genre_scores_gemma":[0.9987641,0.00008689691,0.00001272438,0.0003234014,0.0002648073,0.00003107606,0.0002976099,0.000003402851,0.0002159931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.107006,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247361651196072,"score_gpt":0.2150195544627246,"score_spread":0.2025459379507639,"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."}}