{"id":"W3206517415","doi":"10.1111/mec.16224","title":"Resistance evolution, from genetic mechanism to ecological context","year":2021,"lang":"en","type":"editorial","venue":"Molecular Ecology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of British Columbia","funders":"","keywords":"Context (archaeology); Resistance (ecology); Ecology; Library science; Biology; History; Archaeology; Computer 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":[0.01131033,0.002522434,0.00351185,0.003641788,0.003144858,0.009160954,0.003217987,0.009855587,0.02637753],"category_scores_gemma":[0.03058701,0.001352227,0.001651353,0.001439247,0.002196607,0.004551981,0.001747379,0.012468,0.01213786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002588838,"about_ca_system_score_gemma":0.002757757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001703431,"about_ca_topic_score_gemma":0.006414449,"domain_scores_codex":[0.9953506,0.0009823213,0.0005300702,0.0006180572,0.002202741,0.0003162626],"domain_scores_gemma":[0.9568055,0.01377059,0.001648604,0.00138246,0.02143057,0.004962307],"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":[0.00004684896,0.00001005963,0.00004268678,0.0002316198,0.00002230032,0.00009446887,0.00001364208,0.00003479285,0.0001205434,0.0003061235,0.9939174,0.005159599],"study_design_scores_gemma":[0.00007379116,0.00002341417,0.0007080429,0.0003668324,0.00006824716,0.0002347018,0.00008029319,0.0003334933,0.0002115482,0.002394579,0.9954738,0.00003121054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004848919,0.002177274,0.0001748942,0.01973837,0.9765818,0.00001326983,0.00005517607,0.00003882932,0.001171876],"genre_scores_gemma":[0.0006859627,0.003136804,0.0002109685,0.006794662,0.9752534,0.00001871381,0.00006276144,0.00005641217,0.01378035],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02637753,"threshold_uncertainty_score":0.08824164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109196430712283,"score_gpt":0.1948342905223941,"score_spread":0.1837423262152712,"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."}}