{"id":"W4394159614","doi":"10.6084/m9.figshare.24784612","title":"Additional file 2 of Seed protein biotyping in Amaranthus species: a tool for rapid identification of weedy amaranths of concern","year":2023,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Seed and Plant Biochemistry","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Identification (biology); Biology; Botany","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002361252,0.0001322035,0.0003661788,0.00002617224,0.00003347583,0.00002916963,0.0005734063,0.0002192977,0.2824993],"category_scores_gemma":[0.0005484548,0.00006607307,0.0001025451,0.0002867154,0.0001081154,0.00005414952,0.0001015315,0.00009108975,0.00009776201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001283221,"about_ca_system_score_gemma":0.00006783246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000502121,"about_ca_topic_score_gemma":0.0004128194,"domain_scores_codex":[0.9987903,0.00003552004,0.0005704057,0.0002886934,0.0001856249,0.0001294101],"domain_scores_gemma":[0.9980006,0.001125345,0.0006586113,0.00009353808,0.0001000507,0.00002184891],"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":[0.000100734,0.00006415886,0.000001616853,0.0001036132,0.00001875974,9.261977e-7,0.000008292137,2.585037e-7,0.1650905,1.639419e-7,0.8306594,0.003951487],"study_design_scores_gemma":[0.0001635133,0.00009875794,0.002794098,0.001017148,0.00001201521,9.60251e-7,0.0002121754,0.000007764734,0.05576487,0.000007758048,0.9397724,0.0001485897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.009177309,0.00002125515,5.278483e-8,0.00002665577,0.00003694306,0.0007717602,0.9898057,8.37944e-7,0.0001594676],"genre_scores_gemma":[0.0007256792,0.00001447635,0.00008764913,0.000003492678,0.000104762,0.0001883674,0.9975284,9.132395e-7,0.001346314],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2824016,"threshold_uncertainty_score":0.7181566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04890236504644081,"score_gpt":0.2629075664524372,"score_spread":0.2140052014059964,"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."}}