{"id":"W2942124940","doi":"10.32014/2019.2224-526x.26","title":"THE PROCESS OF DEHUMIFICATION OF HUMUS IN THE SOIL SARYKOL DISTRICT OF KOSTANAY REGION","year":2019,"lang":"en","type":"article","venue":"Izvestiâ Nacionalʹnoj akademii nauk Respubliki Kazahstan","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Humus; Process (computing); Environmental science; Soil science; Computer science; Soil water","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001928394,0.0001053678,0.0001398317,0.0009522802,0.0005660407,0.0006220138,0.0002182666,0.0001701545,0.0007451288],"category_scores_gemma":[0.0002687482,0.0001134112,0.0001167785,0.0007125271,0.0004850721,0.0003194934,0.0004339979,0.0001469544,0.000104953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007444044,"about_ca_system_score_gemma":0.001364316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03219596,"about_ca_topic_score_gemma":0.06622933,"domain_scores_codex":[0.9999117,0.00001997074,0.00000737741,0.00001637044,0.00001163235,0.00003295529],"domain_scores_gemma":[0.9998609,0.00002446446,0.0000484425,0.000005706079,0.00003400473,0.00002656228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005456602,0.00008592421,0.9039094,0.0003536448,0.0000881719,0.002924496,0.01204843,0.001836233,0.04003635,0.002310849,0.0003505382,0.03551024],"study_design_scores_gemma":[0.000004100009,0.00005009431,0.9893669,0.00002953392,0.00001210222,0.0002600923,0.006002799,0.0003529202,0.002087122,0.0001998444,0.001627995,0.000006509222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987376,0.0002052515,0.00005103557,0.00003443647,0.000001531378,0.00000651852,0.00007425307,0.00000244102,0.0008869711],"genre_scores_gemma":[0.9993827,0.0001228066,0.00009051032,0.000005496058,0.000001435396,0.000002588231,0.00004439646,8.82301e-7,0.0003492383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03219596,"threshold_uncertainty_score":0.06401712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02585962382574073,"score_gpt":0.3540311404879643,"score_spread":0.3281715166622236,"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."}}