{"id":"W2736240681","doi":"10.1101/163873","title":"Light and growth form interact to shape stomatal ratio among British angiosperms","year":2017,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Plant Diversity and Evolution","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Herbaceous plant; Phylogenetic tree; Biology; Perennial plant; Stomatal density; Botany; Phylogenetic comparative methods; Specific leaf area; Trait; Adaptation (eye); Ecology; Photosynthesis","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":[0.0002560615,0.0003017875,0.0003516313,0.00003792093,0.0005546852,0.0008588809,0.0006161807,0.0003704646,0.0000998069],"category_scores_gemma":[0.0001420488,0.0001875372,0.0001155352,0.0001337167,0.00005494936,0.0004967265,0.000835459,0.0003551388,0.0000742902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009620475,"about_ca_system_score_gemma":0.00003092112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286768,"about_ca_topic_score_gemma":0.0005377352,"domain_scores_codex":[0.9983501,0.00004120213,0.0002296379,0.0007155785,0.0002507655,0.0004126992],"domain_scores_gemma":[0.9990345,0.00003865905,0.0002210181,0.000186921,0.0002002237,0.0003186399],"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":[0.00004598423,0.0001094546,0.1638513,0.0001108783,0.00009498289,0.0001821999,0.00002884006,0.000001419948,0.8304774,0.0001435605,0.004865663,0.00008826173],"study_design_scores_gemma":[0.0001095429,0.00006659717,0.9789453,0.0003650822,0.00003785321,1.082797e-7,0.000004725644,0.0001920939,0.01720255,0.000004431205,0.002571445,0.0005002946],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973676,0.0002404389,0.00001303589,0.0005759387,0.0005501882,0.0004079254,0.0006148907,0.000201305,0.00002870462],"genre_scores_gemma":[0.9989764,0.000190554,0.000153155,0.0001561178,0.000477072,0.00002750308,0.000002749437,0.000004109855,0.00001232061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8150939,"threshold_uncertainty_score":0.8282208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203251619031842,"score_gpt":0.1828832089435151,"score_spread":0.1708506927531966,"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."}}