{"id":"W3215310490","doi":"10.1016/j.tim.2021.11.010","title":"From blooms to brooms","year":2021,"lang":"en","type":"article","venue":"Trends in Microbiology","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"","keywords":"Phytoplasma; Biology; Effector; Broom; Ubiquitin; Computational biology; Transcription factor; Host (biology); Virology; Genetics; Cell biology; Ecology; Polymerase chain reaction; Gene","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":[0.0003057961,0.0004194005,0.0003367413,0.0007416105,0.0009819892,0.001421421,0.0005344402,0.0007443868,0.01728365],"category_scores_gemma":[0.0007808462,0.0004372017,0.0004371617,0.0002075179,0.0003723619,0.001144083,0.001494232,0.002153756,0.009682175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005452556,"about_ca_system_score_gemma":0.0003146857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00166894,"about_ca_topic_score_gemma":0.003865436,"domain_scores_codex":[0.9997223,0.0000378069,0.00001072344,0.00009497223,0.00006644372,0.00006770176],"domain_scores_gemma":[0.9989837,0.000164886,0.0001339892,0.0001016829,0.0001914936,0.000424245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001310751,0.0003147273,0.06057019,0.0005705542,0.00009509732,0.001440562,0.001797786,0.0002482131,0.5925843,0.00479442,0.03618224,0.3000912],"study_design_scores_gemma":[0.00005523863,0.001485789,0.5957783,0.0006429393,0.00008850948,0.002143963,0.002948274,0.0005296432,0.06963636,0.005352274,0.3212473,0.00009132829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7215171,0.02138649,0.01207087,0.006961761,0.001353405,0.0003521297,0.005520866,0.002159116,0.2286783],"genre_scores_gemma":[0.8091089,0.007633811,0.00753457,0.004277555,0.0004199565,0.0001531334,0.003649075,0.0004438066,0.1667791],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01728365,"threshold_uncertainty_score":0.05781955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01916513285333624,"score_gpt":0.239937436375727,"score_spread":0.2207723035223907,"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."}}