{"id":"W6928945373","doi":"10.4231/gpzw-dr78","title":"Grain and stover nutrient content in corn at maturity grown under multiple tillage, crop rotation, and nitrogen treatments","year":2023,"lang":"en","type":"dataset","venue":"Purdue University Research Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loam; Tillage; Stover; Nitrogen; Soil water; Nutrient; Crop; Crop residue; Water content; No-till farming","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001244168,0.0005258328,0.0006576202,0.001688647,0.001131388,0.0002139697,0.0005841815,0.0005695453,0.00001991788],"category_scores_gemma":[0.0004098138,0.0005794267,0.000127912,0.0009671894,0.001135457,0.000322024,0.001906082,0.001205612,0.0009020576],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004428346,"about_ca_system_score_gemma":0.0003816062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03928345,"about_ca_topic_score_gemma":0.01116241,"domain_scores_codex":[0.9938385,0.001773496,0.0003902398,0.001378555,0.001566453,0.001052713],"domain_scores_gemma":[0.9967316,0.0008218081,0.0002558001,0.0009302035,0.0006087024,0.0006518766],"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":[0.001421992,0.0004763109,0.03002527,0.0002828766,0.000404721,0.003615953,0.0002739252,0.000005811879,0.001144021,0.00003735861,0.9622927,0.00001907058],"study_design_scores_gemma":[0.01130999,0.000606987,0.2491597,0.0005839879,0.0003821238,0.0002696776,0.004019341,0.0002519527,0.0009433693,0.0002983183,0.7309119,0.001262644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.4152514,0.0004247011,6.222555e-7,0.00006310535,0.0001592224,0.001505774,0.5823624,0.00008326973,0.0001495912],"genre_scores_gemma":[0.03628916,0.001958707,0.00004883075,0.00003361795,0.0001653674,0.00004770019,0.9322813,0.0001833073,0.02899198],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3789622,"threshold_uncertainty_score":0.9998758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06569879169210985,"score_gpt":0.296691598548162,"score_spread":0.2309928068560521,"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."}}