{"id":"W104272200","doi":"","title":"Does it Matter Who Writes Your Nutrient Management Plan","year":2012,"lang":"en","type":"article","venue":"Digital Repository at the University of Maryland (University of Maryland College Park)","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Nutrient; Environmental science; Business; Computer science; History; Biology; Ecology","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002603366,0.0001894252,0.0003334066,0.0001555798,0.00150361,0.00001124683,0.0004520419,0.0001548039,0.001077124],"category_scores_gemma":[0.000008321952,0.0001557436,0.0001824979,0.0001923081,0.0003188825,0.0005541379,0.0004368738,0.0001959233,0.000237988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002263119,"about_ca_system_score_gemma":0.00007181097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003419101,"about_ca_topic_score_gemma":0.000166846,"domain_scores_codex":[0.9985377,0.0001948122,0.0002292573,0.0002674548,0.0003413963,0.0004294373],"domain_scores_gemma":[0.9985965,0.0002769191,0.0003317646,0.0004270022,0.0001564183,0.0002113329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002279564,0.0006523861,0.3526374,0.001363161,0.0003895973,0.00007276017,0.02265832,0.000007172611,0.00009774121,0.0009921439,0.6184349,0.0004149104],"study_design_scores_gemma":[0.002542852,0.0001150942,0.1697582,0.000529187,0.0002653761,0.0000142231,0.2266166,0.00002382866,0.0000825014,0.000267242,0.5994374,0.0003475567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8046504,0.0002241294,0.0001414784,0.002088733,0.0009701232,0.0004937995,0.0004317718,0.00003606701,0.1909635],"genre_scores_gemma":[0.7832692,0.0003670443,0.00009438705,0.0001221217,0.0001545099,3.471096e-7,0.0001196324,0.00001206334,0.2158607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2039582,"threshold_uncertainty_score":0.999836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786560235068895,"score_gpt":0.2394445521263568,"score_spread":0.2215789497756678,"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."}}