{"id":"W4390760581","doi":"10.5958/2583-3715.2023.00016.3","title":"Integrated soil amendments for potato crop performance","year":2023,"lang":"en","type":"article","venue":"RASSA Journal of Science for Society","topic":"Potato Plant Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Santé et de Services Sociaux Cavendish","funders":"","keywords":"Crop; Agronomy; Environmental science; Agricultural engineering; Agroforestry; Biology; Engineering","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":[0.003040419,0.000102741,0.0001771322,0.00003360404,0.0007440303,0.000152449,0.0007642263,0.00005469853,0.00002942648],"category_scores_gemma":[0.000247499,0.00003775755,0.0002635068,0.001357518,0.000466759,0.0005150281,0.00007463767,0.0001614671,0.00001247833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001230992,"about_ca_system_score_gemma":0.0001435348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001083001,"about_ca_topic_score_gemma":0.000008842774,"domain_scores_codex":[0.9982223,0.00001623427,0.000293957,0.0001988011,0.0006688074,0.0005999242],"domain_scores_gemma":[0.9986813,0.0003285248,0.0001987979,0.0000393596,0.0005597334,0.0001922478],"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":[0.00006745665,0.00004968785,0.004262014,0.00002154277,0.00002030589,0.000001454118,0.0002896804,0.00007576156,0.9368726,0.0000894015,0.02287009,0.03537997],"study_design_scores_gemma":[0.003276676,0.006121659,0.1819881,0.0004057198,0.00007511595,0.000209785,0.01043713,0.1017813,0.4185645,0.003700146,0.2723627,0.001077158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980525,0.00003283464,0.0001040512,0.001125966,0.0002863092,0.0002370417,0.00008140726,0.00002486478,0.00005503352],"genre_scores_gemma":[0.9977745,0.0001903082,0.001129623,0.0001270381,0.0001928022,0.00001752332,0.00001589156,0.000001160471,0.0005510905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5183082,"threshold_uncertainty_score":0.5722554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05371528110144425,"score_gpt":0.3048351212864376,"score_spread":0.2511198401849934,"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."}}