{"id":"W3177709162","doi":"10.3390/plants10071436","title":"Improving Soil Quality and Potato Productivity with Manure and High-Residue Cover Crops in Eastern Canada","year":2021,"lang":"en","type":"article","venue":"Plants","topic":"Potato Plant Research","field":"Agricultural and Biological Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Agronomy; Manure; Environmental science; Cover crop; Productivity; Residue (chemistry); Soil quality; Agroforestry; Soil water; Biology; Economics; Soil science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002010816,0.000089293,0.0001438342,0.000005779943,0.00007972064,0.00006459131,0.00006532489,0.00003542568,0.00003240722],"category_scores_gemma":[0.00006720051,0.00003485036,0.000005108611,0.0000911896,0.00003809541,0.00009071594,0.00008936925,0.0001302322,0.000001860376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002626524,"about_ca_system_score_gemma":0.00007841089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7641066,"about_ca_topic_score_gemma":0.9796121,"domain_scores_codex":[0.9989915,0.0001081896,0.00009535172,0.0003188425,0.0002311886,0.000254884],"domain_scores_gemma":[0.9996346,0.0001637668,0.00003439358,0.00004331236,0.00002818545,0.00009578471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009934457,0.00003299511,0.9030648,0.00003882217,0.000008048891,0.0003311177,0.00005102631,0.000002234361,0.0740623,0.00001504191,0.000176488,0.02211771],"study_design_scores_gemma":[0.0001679513,0.00003042784,0.9884072,0.0000249167,0.000001765934,0.00008253311,0.0001385986,0.00004789263,0.01062468,0.00003799596,0.0003265726,0.0001094442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981725,0.0001842033,3.076553e-7,0.001170795,0.00002447319,0.00009003428,0.0002127907,0.000008260036,0.0001366903],"genre_scores_gemma":[0.999305,0.00002275754,0.00001514738,0.00008507935,0.00004009124,0.000004172668,0.00004734541,5.727105e-7,0.0004798729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2155055,"threshold_uncertainty_score":0.2374642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352261690131059,"score_gpt":0.2304703851491189,"score_spread":0.2069477682478084,"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."}}