{"id":"W3203123333","doi":"10.1093/plphys/kiab357","title":"Gene discovery in plant metabolism: Listening to the sound of silence, but where?","year":2021,"lang":"en","type":"article","venue":"PLANT PHYSIOLOGY","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Silence; Sound (geography); Active listening; Plant metabolism; Biology; Gene; Computational biology; Communication; Genetics; Psychology; Acoustics; RNA; Physics","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":[0.004632325,0.0003990706,0.0009742522,0.0005371433,0.001272352,0.002995542,0.0007858257,0.002447298,0.00348215],"category_scores_gemma":[0.004721976,0.0003324527,0.0006117442,0.000537686,0.003623732,0.003530201,0.002066663,0.004107637,0.001185552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009587401,"about_ca_system_score_gemma":0.001579532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001337619,"about_ca_topic_score_gemma":0.00256784,"domain_scores_codex":[0.998604,0.0003845097,0.00007498523,0.0002243398,0.0004947201,0.0002174617],"domain_scores_gemma":[0.9971161,0.001311002,0.0002285017,0.0002325448,0.0005355453,0.0005764385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001542848,0.0001522745,0.00831853,0.001114226,0.0001748624,0.002000125,0.004232671,0.0005432149,0.6857578,0.03557148,0.01999309,0.2405988],"study_design_scores_gemma":[0.0004204551,0.0025531,0.02054687,0.001383479,0.0007740997,0.00621254,0.01596126,0.003417674,0.5119082,0.1275753,0.308788,0.0004591041],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3744473,0.1380231,0.1238263,0.3072127,0.01331807,0.0001395902,0.0008668788,0.001412456,0.04075368],"genre_scores_gemma":[0.8455839,0.05146006,0.02720423,0.03860454,0.0056097,0.0001303632,0.0005878769,0.000545347,0.03027407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004632325,"threshold_uncertainty_score":0.02449834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118745029540197,"score_gpt":0.225850970682327,"score_spread":0.214663520386925,"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."}}