{"id":"W6903495325","doi":"10.1139/cjss2013-095","title":"Differentiation of potato ecosystems on the basis of relationships among physical, chemical and biological soil parameters","year":2014,"lang":"en","type":"article","venue":"BioOne Complete (BioOne)","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organic farming; Soil organic matter; Organic matter; Soil water; Soil biodiversity; Ecosystem; Soil ecology; Soil health; Soil biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003224465,0.0001663621,0.0003221298,0.00001888998,0.0001269212,0.00002430845,0.0002151625,0.00011575,0.00002311956],"category_scores_gemma":[0.0002296582,0.00006010261,0.0001511818,0.0002294791,0.0002801997,0.00003483862,0.00007892422,0.0001513522,0.000006838742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001419289,"about_ca_system_score_gemma":0.000002818803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003941594,"about_ca_topic_score_gemma":0.0002575355,"domain_scores_codex":[0.9986928,0.0003174527,0.0003101593,0.0002726167,0.0002157553,0.0001911773],"domain_scores_gemma":[0.9982462,0.001246398,0.0002391427,0.0001226028,0.0000658038,0.00007985135],"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":[0.0000997334,0.0003121781,0.1810835,0.00002840336,0.00006510945,4.648052e-7,0.0001531086,0.00001092458,0.8059601,0.007823413,0.0001470212,0.004315985],"study_design_scores_gemma":[0.0003337092,0.0005520455,0.8938964,0.00007893664,0.00004369767,0.000003810599,0.0003070881,0.03971269,0.0624487,0.002209316,0.0001212283,0.0002923608],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989097,0.00002265143,0.00001254512,0.0005050417,0.00004919948,0.0002020061,0.00009485533,0.00003341087,0.0001705974],"genre_scores_gemma":[0.999675,0.00001373138,0.00004656084,0.00006282437,0.00007644617,0.00001393954,0.0001036274,0.000001787264,0.000006039339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7435114,"threshold_uncertainty_score":0.2450913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2500537074560572,"score_gpt":0.213862348298084,"score_spread":0.03619135915797311,"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."}}