{"id":"W2122279265","doi":"10.1111/1365-2435.12067","title":"Survival of the weakest: increased frond mechanical strength in a wave‐swept kelp inhibits self‐pruning and increases whole‐plant mortality","year":2013,"lang":"en","type":"article","venue":"Functional Ecology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Science Foundation","keywords":"Biology; Kelp; Intraspecific competition; Survivorship curve; Frond; Flexibility (engineering); Ecology; Intertidal zone; Habitat; Botany","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003256376,0.0001331822,0.0002641474,0.00007222137,0.00009311212,0.00001421843,0.0001083519,0.0001441892,0.003987075],"category_scores_gemma":[0.0001412581,0.00009053834,0.00004369924,0.0001433477,0.000115952,0.0001097202,0.00007873195,0.0002120406,0.00005852364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005892007,"about_ca_system_score_gemma":0.000116651,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04098212,"about_ca_topic_score_gemma":0.1441968,"domain_scores_codex":[0.9987397,0.0002930369,0.0002945831,0.0002628758,0.0001496236,0.0002601622],"domain_scores_gemma":[0.9989854,0.0006440815,0.0001062077,0.0001303043,0.00004049472,0.00009347733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007116099,0.00007797189,0.9961345,0.00001401577,0.00003661265,0.00000720137,0.00002105481,0.00008178389,0.0002812579,0.000548192,0.0007401914,0.001986076],"study_design_scores_gemma":[0.0004708132,0.0001725022,0.9894009,0.000007449014,0.00001768882,0.0000662625,0.0001293369,0.006565859,0.00005324771,0.001160002,0.001852187,0.000103773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953638,0.00004274341,0.000004302111,0.0002090943,0.0003061632,0.0001920471,0.0002648712,0.00001777213,0.003599247],"genre_scores_gemma":[0.9988584,0.00001688251,0.00005981276,0.000342726,0.0000864464,0.000004132564,0.0004070763,0.000002327788,0.0002222282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1032147,"threshold_uncertainty_score":0.9969234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156327069078292,"score_gpt":0.1809970595402592,"score_spread":0.16536435263243,"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."}}