{"id":"W4402423736","doi":"10.24908/iqurcp18057","title":"Adaptation to Environmental Stressors Conferred by Gene Copy Number Variation in Herbicide Resistant Amaranthus palmeri","year":2024,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Seed and Plant Biochemistry","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Biology; Adaptation (eye); Herbicide resistance; Stressor; Copy-number variation; Variation (astronomy); Gene; Genetics; Genome","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0001161096,0.0002111178,0.0002003055,0.0003019451,0.0002204478,0.0002304357,0.0001986354,0.0002177484,0.0007320323],"category_scores_gemma":[0.000242583,0.0001346054,0.0002189302,0.0002363568,0.0001636247,0.0001694633,0.0002280516,0.0004403237,0.0001580412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004103794,"about_ca_system_score_gemma":0.0001824449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002583081,"about_ca_topic_score_gemma":0.003409953,"domain_scores_codex":[0.9998882,0.00001206681,0.000007766002,0.00003502206,0.00003427799,0.00002261979],"domain_scores_gemma":[0.9997688,0.00005662662,0.00007594487,0.00002053196,0.00002828752,0.00004990257],"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":[0.0000582988,0.00002453735,0.001835693,0.000010998,0.000003066228,0.00005067739,0.00004136235,0.0000377011,0.997113,0.00001299282,0.00001331944,0.0007983489],"study_design_scores_gemma":[0.00003345089,0.001730107,0.663483,0.00001089656,0.00003708621,0.0007451411,0.0006449847,0.001317828,0.3297813,0.0001074375,0.002069681,0.00003904627],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991822,0.00006032361,0.0002360707,0.00002315973,0.000002577498,0.00001003108,0.0001772176,0.00001851678,0.0002897503],"genre_scores_gemma":[0.9970019,0.0001256562,0.0008634002,0.00003532,0.000003025594,0.00003342424,0.0006957134,0.00002057873,0.001220972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002583081,"threshold_uncertainty_score":0.005136132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05785511066660545,"score_gpt":0.3077941394189661,"score_spread":0.2499390287523606,"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."}}