{"id":"W2884300026","doi":"10.1002/aps3.1164","title":"flowPloidy: An R package for genome size and ploidy assessment of flow cytometry data","year":2018,"lang":"en","type":"article","venue":"Applications in Plant Sciences","topic":"Chromosomal and Genetic Variations","field":"Agricultural and Biological Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"","keywords":"Workflow; Histogram; Genome size; Biology; Genome; Software; R package; Computer science; Ploidy; Data mining; Computational biology; Artificial intelligence; Database; Genetics; Computational science","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":[],"consensus_categories":[],"category_scores_codex":[0.006068913,0.002182234,0.002116649,0.003800961,0.0008190692,0.00287332,0.002978559,0.001087501,0.05085415],"category_scores_gemma":[0.02979524,0.001388871,0.002178595,0.002563299,0.0009985499,0.002706527,0.002695309,0.003392443,0.03209832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007972749,"about_ca_system_score_gemma":0.003065976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002455443,"about_ca_topic_score_gemma":0.002303708,"domain_scores_codex":[0.9971946,0.0007581702,0.0002918734,0.0007922947,0.0007910557,0.0001719571],"domain_scores_gemma":[0.9888819,0.006608083,0.001279527,0.001603444,0.001322579,0.0003045055],"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":[0.0009142156,0.00009777315,0.01242735,0.004122932,0.001307676,0.0004474418,0.0007706996,0.007404624,0.02113446,0.01922414,0.7696923,0.1624563],"study_design_scores_gemma":[0.0005772235,0.0002201712,0.01974732,0.0006341632,0.0005980326,0.001202885,0.0001684991,0.04931343,0.031529,0.05135443,0.8442413,0.0004136706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.006809607,0.001138748,0.5103291,0.0009647135,0.0005009428,0.0005443756,0.151235,0.3213558,0.007121656],"genre_scores_gemma":[0.05630876,0.001323574,0.5497669,0.001481785,0.0003382552,0.004118513,0.1615959,0.2159283,0.009138076],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.05085415,"threshold_uncertainty_score":0.1701241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06643705613624745,"score_gpt":0.3181980956890477,"score_spread":0.2517610395528003,"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."}}