{"id":"W3099698955","doi":"10.3389/fgene.2020.589881","title":"The Toolbox for Fiber Flax Breeding: A Pipeline From Gene Expression to Fiber Quality","year":2020,"lang":"en","type":"article","venue":"Frontiers in Genetics","topic":"Plant Molecular Biology Research","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Genetics; Russian Science Foundation","keywords":"Biology; Fiber; Biotechnology; Transcriptome; Gene; Cultivar; Computational biology; Gene expression; Genetics; Agronomy; Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003392557,0.002138186,0.001934561,0.001943303,0.0005751843,0.002059669,0.001748026,0.0007763681,0.01111108],"category_scores_gemma":[0.001885803,0.001198467,0.001491509,0.001317343,0.0006916515,0.001546309,0.002743957,0.003656056,0.01005993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006263873,"about_ca_system_score_gemma":0.001522178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008448131,"about_ca_topic_score_gemma":0.001203669,"domain_scores_codex":[0.9989994,0.0001536229,0.00006013127,0.0003182561,0.0003665713,0.0001020714],"domain_scores_gemma":[0.998511,0.0003819278,0.0002001138,0.0003187686,0.0002897767,0.0002984536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008038927,0.0001624544,0.002748646,0.001849869,0.0001857284,0.0003686433,0.0004959982,0.003452985,0.6012275,0.009626535,0.04245811,0.3366196],"study_design_scores_gemma":[0.0004148006,0.001168582,0.01517769,0.0009871875,0.0003357003,0.00131832,0.000232787,0.0283498,0.3327052,0.03088925,0.5880185,0.0004021148],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01319718,0.008178832,0.8687827,0.001830093,0.0003552641,0.0007654994,0.02081143,0.07614744,0.009931488],"genre_scores_gemma":[0.02976339,0.008851616,0.9012863,0.0009886253,0.0001486271,0.001661569,0.03750953,0.01109988,0.008690532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01111108,"threshold_uncertainty_score":0.03717029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04854964590452017,"score_gpt":0.2796392055896567,"score_spread":0.2310895596851366,"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."}}