{"id":"W2948514427","doi":"10.1186/s12864-019-5853-4","title":"What determines host specificity in hyperspecialized plant parasitic nematodes?","year":2019,"lang":"en","type":"article","venue":"BMC Genomics","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep Saint-Jean-sur-Richelieu; Université de Montréal; Espace pour la vie; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; National Institute of Food and Agriculture; Wageningen University and Research; U.S. Department of Agriculture","keywords":"Biology; Globodera pallida; Effector; Virulence; Globodera rostochiensis; Gene; Genetics; Transcriptome; Host (biology); Nematode; Gene expression; Cell biology; Solanaceae","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00009731371,0.0001196412,0.0002095408,0.00001686083,0.00006203688,0.0001682638,0.0001634261,0.00004240024,0.0003685543],"category_scores_gemma":[0.000008033278,0.00005254202,0.00005669659,0.0001464796,0.00002091602,0.0001977037,0.00006435993,0.00004285507,0.0003117869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002821761,"about_ca_system_score_gemma":0.000003888959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002680503,"about_ca_topic_score_gemma":0.001181951,"domain_scores_codex":[0.999229,0.00003254781,0.0002081965,0.0002309193,0.0001017055,0.0001976966],"domain_scores_gemma":[0.9997239,0.00008655782,0.00007720873,0.00006009834,0.00002013163,0.00003206239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001586479,0.0001726363,0.4649694,0.00005918906,0.00002066494,0.00001485368,0.0007112691,0.00002138539,0.5280015,0.002100609,0.0004442784,0.003325593],"study_design_scores_gemma":[0.0005530464,0.000071818,0.9497376,0.00006206721,0.00001292836,0.000005828635,0.007141253,0.0002693344,0.005185533,0.0003314883,0.0362118,0.0004172973],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977542,0.0001418898,0.000002703348,0.0002759302,0.0004325839,0.0002884461,0.00001542387,0.00003181269,0.001056997],"genre_scores_gemma":[0.9979982,0.0005348906,0.00005606386,0.0002111426,0.0001946081,0.00001125743,0.00005769066,0.000001244476,0.0009348926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5228159,"threshold_uncertainty_score":0.4035411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03597609497370898,"score_gpt":0.230810654609703,"score_spread":0.194834559635994,"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."}}