{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002621403,0.0001535237,0.0003255252,0.0009255939,0.0004807704,0.0005336715,0.0002396446,0.000182164,0.001752177],"category_scores_gemma":[0.0008607202,0.0001665738,0.0002078401,0.001180981,0.0004394419,0.0002160213,0.0002975219,0.0002485057,0.0002671171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005537621,"about_ca_system_score_gemma":0.0002596024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03118988,"about_ca_topic_score_gemma":0.09203157,"domain_scores_codex":[0.9997675,0.00005371586,0.00001183613,0.00008800192,0.00003694623,0.00004203054],"domain_scores_gemma":[0.9993007,0.0002873585,0.0001711697,0.00005862976,0.00008818888,0.0000939322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002091374,0.00001609255,0.9159178,0.0001165797,0.0002013731,0.0001342177,0.0008246223,0.0008934236,0.06222497,0.0003843401,0.0003600314,0.01871755],"study_design_scores_gemma":[0.000001566001,0.000006449803,0.9988952,0.000002605648,0.00001807426,0.00003760233,0.00006898145,0.0003535384,0.0002216363,0.00005536054,0.0003357077,0.000003310658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984369,0.000344016,0.0003035039,0.00002320978,0.000001119022,0.000001405983,0.0002676673,0.00001333726,0.0006088833],"genre_scores_gemma":[0.9992878,0.00006759229,0.0002242239,0.0000112986,0.000001134801,0.000001462645,0.0002533557,0.00000623405,0.0001469066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03118988,"threshold_uncertainty_score":0.06201667,"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."}}