{"id":"W4366144943","doi":"10.1002/jpln.202200332","title":"Plant residues ameliorate pH of agricultural acid soil in a laboratory incubation: A meta‐analysis","year":2023,"lang":"en","type":"article","venue":"Journal of Plant Nutrition and Soil Science","topic":"Plant Micronutrient Interactions and Effects","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Residue (chemistry); Soil pH; Chemistry; Alkalinity; Soil test; Soil chemistry; Agronomy; Environmental chemistry; Soil science; Soil water; Environmental science; Biology; Biochemistry; Organic chemistry","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":[0.01817883,0.003003296,0.009074911,0.003796071,0.0005245036,0.003164551,0.002326916,0.00225204,0.002620252],"category_scores_gemma":[0.02643019,0.001298066,0.03780193,0.003977314,0.0008203443,0.001129498,0.001550584,0.001719016,0.0003231976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001490796,"about_ca_system_score_gemma":0.002034593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006732045,"about_ca_topic_score_gemma":0.009630259,"domain_scores_codex":[0.9864014,0.00930595,0.001704184,0.001652263,0.0006344047,0.0003018462],"domain_scores_gemma":[0.9762866,0.01880727,0.002096166,0.001446027,0.001030793,0.0003331677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001978044,0.00005417434,0.009821936,0.04160063,0.9396281,0.0001376195,0.00006987531,0.0009204386,0.000766959,0.0001563358,0.0001996072,0.004666322],"study_design_scores_gemma":[0.00023407,0.0002932672,0.005293324,0.002236167,0.9902789,0.00004406724,0.00003873544,0.0003779257,0.0002563996,0.0001743362,0.0007570031,0.00001578384],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07943166,0.9080085,0.008092851,0.0007808158,0.0004971109,0.0004734514,0.001684711,0.0001566278,0.0008742309],"genre_scores_gemma":[0.8583972,0.1304086,0.007380527,0.001025903,0.0001917411,0.0007149613,0.001337018,0.00009046624,0.0004535039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01817883,"threshold_uncertainty_score":0.09614003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02853448427547439,"score_gpt":0.246214130347801,"score_spread":0.2176796460723266,"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."}}