{"id":"W4402860432","doi":"10.1086/733329","title":"Natural Selection and the Evolution of Plant Functional Traits: An Appreciation of Geber and Griffen (2003)","year":2024,"lang":"en","type":"article","venue":"International Journal of Plant Sciences","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Biology; Natural selection; Selection (genetic algorithm); Botany; Evolutionary biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006262975,0.00005591334,0.0001092775,0.00004704084,0.00009796805,0.000063834,0.0001345504,0.00002455804,0.00001512672],"category_scores_gemma":[0.00007939439,0.00001797681,0.00003185322,0.0002012615,0.000198266,0.0003291982,0.00002378513,0.00008096894,2.613428e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002020664,"about_ca_system_score_gemma":0.00002725287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000158273,"about_ca_topic_score_gemma":0.0007106743,"domain_scores_codex":[0.9991627,0.0000465194,0.0002286729,0.0000937159,0.0004013729,0.00006704486],"domain_scores_gemma":[0.9993538,0.0002546141,0.0001729537,0.00000336728,0.0001937314,0.00002155159],"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":[0.001971212,0.0001835173,0.06655645,0.00003966104,0.0004416994,0.00001676866,0.001815639,0.0001907527,0.7753733,0.08606213,0.00348816,0.06386066],"study_design_scores_gemma":[0.0003372812,0.0004358492,0.9807793,0.0001595255,0.00003568075,0.0006431637,0.001315099,0.009067404,0.001261506,0.003267011,0.002610192,0.00008791292],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996334,0.002063709,0.00003046652,0.0009157773,0.0003604137,0.00004357965,0.0001677784,0.000004715022,0.00007957736],"genre_scores_gemma":[0.9992628,0.0003035724,0.00005833805,0.00001743624,0.0003208151,7.415096e-7,0.000008392728,2.42769e-7,0.00002766445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9142229,"threshold_uncertainty_score":0.07535009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02905996733769046,"score_gpt":0.2167907110521357,"score_spread":0.1877307437144453,"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."}}