{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009309524,0.0002529418,0.0002367375,0.00006968647,0.0002077028,0.0006068708,0.0003916754,0.0002101853,0.0003531845],"category_scores_gemma":[0.0001285546,0.0001381113,0.0000593168,0.0007905822,0.0001924289,0.000349759,0.0001258627,0.0005094215,0.0002211095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002378139,"about_ca_system_score_gemma":0.00007448099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00240277,"about_ca_topic_score_gemma":0.0001809556,"domain_scores_codex":[0.9971114,0.00009572875,0.0003895418,0.0007875158,0.00090964,0.0007061607],"domain_scores_gemma":[0.9991607,0.0003080014,0.00005761853,0.00006116817,0.0001447286,0.0002677967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002328461,0.00008548587,0.00268026,0.00005325997,0.00002348714,0.00002053395,0.001816318,0.000002710649,0.9790986,0.001259404,0.004294778,0.01043231],"study_design_scores_gemma":[0.001405464,0.001735659,0.09054609,0.00224118,0.0000600418,0.00007164838,0.02884475,0.009056273,0.7637263,0.03511678,0.0645645,0.002631306],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855641,0.0001735049,0.00005908997,0.01205104,0.0001141386,0.0004842236,0.000211747,0.0001105666,0.001231618],"genre_scores_gemma":[0.9974805,0.0007084754,0.0001116689,0.00008626169,0.0002284885,0.0001097321,0.0003425828,0.000005295561,0.0009270389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2153723,"threshold_uncertainty_score":0.5852069,"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."}}