{"id":"W6921096170","doi":"10.6084/m9.figshare.26043706","title":"Additional file 3 of Multi-trait association mapping for phosphorous efficiency reveals flexible root architectures in sorghum","year":2024,"lang":"en","type":"dataset","venue":"Figshare","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sorghum; Association (psychology); Root (linguistics); Component (thermodynamics); Sweet sorghum","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00118269,0.00192401,0.002209426,0.002415685,0.001371372,0.002581164,0.002952064,0.00247925,0.4100426],"category_scores_gemma":[0.009974954,0.0008798808,0.001907808,0.004197414,0.0004640436,0.001234849,0.001456292,0.001534838,0.1185453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009084932,"about_ca_system_score_gemma":0.00187096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01490236,"about_ca_topic_score_gemma":0.02842004,"domain_scores_codex":[0.9992599,0.0001208892,0.00008002315,0.0002980835,0.0001065778,0.0001344628],"domain_scores_gemma":[0.9941201,0.004098457,0.0003349818,0.0005486113,0.0006443294,0.000253494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003300155,0.00009239819,0.00660236,0.004211897,0.0002526133,0.0001571527,0.0001462772,0.0009353628,0.0009512308,0.001021761,0.9809388,0.004360124],"study_design_scores_gemma":[0.003162712,0.0001777915,0.04444654,0.001614635,0.0005534533,0.0005786931,0.0003839173,0.001541307,0.001475919,0.008542882,0.9373551,0.0001671266],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001619306,0.00002667986,0.00008876653,0.00002579177,0.00000872528,0.000007676408,0.9993759,0.0001271454,0.0001775018],"genre_scores_gemma":[0.001935829,0.00005654582,0.0007749457,0.0001027518,0.00001121571,0.0001968493,0.9955593,0.0002205057,0.001141912],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4100426,"threshold_uncertainty_score":0.8415027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03192219284892928,"score_gpt":0.3087049357106877,"score_spread":0.2767827428617585,"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."}}