{"id":"W7051991851","doi":"","title":"Phosphorus management practices for soybean production in Manitoba","year":2016,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fertilizer; Human fertilization; Phosphorus; Yield (engineering); Seeding; Soil water; Soil fertility; Crop yield; Soil test","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":[0.0001030694,0.0001719663,0.0002049176,0.0002345963,0.000104636,0.00001619228,0.0002510234,0.000152372,0.000002228373],"category_scores_gemma":[0.00002994687,0.0002198263,0.00007410295,0.000161982,0.00002069795,0.0001690418,0.00002231521,0.0001279759,0.00005514218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001733839,"about_ca_system_score_gemma":0.00001752734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000475302,"about_ca_topic_score_gemma":0.2184307,"domain_scores_codex":[0.9992663,0.000009750654,0.0001069428,0.0002713274,0.0001485454,0.0001971387],"domain_scores_gemma":[0.9993322,0.00007217081,0.0002302973,0.0002474328,0.00007807555,0.00003982832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001994378,0.00245685,0.03371878,0.02010362,0.003637835,0.0003618679,0.004400436,0.01210878,0.02081053,0.04255965,0.4122759,0.4455713],"study_design_scores_gemma":[0.003476497,0.0001975142,0.3970472,0.002637731,0.001242896,0.000007668566,0.1151913,0.004847996,0.03266899,0.004740883,0.435629,0.002312313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753615,0.0001917108,0.0004597887,0.0006847095,0.0008855296,0.001182283,0.0001037501,0.0001397149,0.02099102],"genre_scores_gemma":[0.9802828,0.004638803,0.007204241,0.00000820706,0.0002148851,0.00004061468,0.0007880089,0.00009882587,0.006723649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.443259,"threshold_uncertainty_score":0.8964254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01475324882099889,"score_gpt":0.2129014196174227,"score_spread":0.1981481707964238,"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."}}