{"id":"W2107519344","doi":"10.1002/chin.200327244","title":"Foreseeable Impacts of Soil Mineral—Organic Component—Microorganism Interactions on Society: Ecosystem Health","year":2003,"lang":"en","type":"article","venue":"ChemInform","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Chemistry; Component (thermodynamics); Microorganism; Ecosystem; Environmental chemistry; Mineral; Organic component; Ecology; Organic chemistry; Bacteria; 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":[0.0001860667,0.0001412787,0.0002210607,0.000009957545,0.0001270684,0.00002764582,0.000145011,0.00006992834,0.0003684831],"category_scores_gemma":[0.00004360206,0.00006178935,0.000170992,0.0002365958,0.00002511791,0.00009116843,0.00003016298,0.0001274911,0.00004153842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512003,"about_ca_system_score_gemma":0.00003947368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002234215,"about_ca_topic_score_gemma":0.001968106,"domain_scores_codex":[0.9990882,0.000002615889,0.0002883498,0.0001512706,0.0001648652,0.0003046647],"domain_scores_gemma":[0.9994257,0.0001027273,0.0001810639,0.00008150706,0.0000630588,0.000145948],"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":[0.00004187913,0.0003645738,0.002845644,0.0001520526,0.0001096169,0.00000190268,0.0009446141,0.000003628141,0.9212369,0.00145289,0.04774947,0.02509677],"study_design_scores_gemma":[0.0006313025,0.0005206601,0.007848182,0.0001320435,0.00001894967,0.00007453677,0.002644666,0.0005928308,0.9317434,0.0002877947,0.05508121,0.0004244146],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689595,0.00007908281,2.595824e-7,0.0004810692,0.0001398715,0.0001314723,0.00004508227,0.00004784468,0.03011588],"genre_scores_gemma":[0.9976321,0.0000536765,0.00002723295,0.0005432139,0.00006120254,0.000005743502,0.00009120654,0.000001988831,0.001583591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02867271,"threshold_uncertainty_score":0.4034632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550400169564522,"score_gpt":0.2274580170577126,"score_spread":0.2119540153620673,"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."}}