{"id":"W4387931102","doi":"10.1093/aob/mcad148","title":"Multiscale stability of an intertidal kelp (<i>Postelsia palmaeformis</i>) near its northern range edge through a period of prolonged heatwaves","year":2023,"lang":"en","type":"article","venue":"Annals of Botany","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; Bamfield Marine Sciences Centre; University of British Columbia; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Parks Canada","keywords":"Intertidal zone; Kelp; Range (aeronautics); Climate change; Biology; Kelp forest; Ecosystem; Ecology; Population; Physical geography; Geography","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":[0.0004128515,0.0001526139,0.0004173488,0.00004323365,0.00005809059,0.00001040935,0.0002698232,0.0001014194,0.0006896111],"category_scores_gemma":[0.00007079007,0.0001173686,0.0001323975,0.0002729493,0.0002399945,0.0002481392,0.00005171717,0.0001077294,0.00004862829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.138047e-7,"about_ca_system_score_gemma":0.00005811079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004689237,"about_ca_topic_score_gemma":0.0250332,"domain_scores_codex":[0.9985917,0.0001315422,0.0004833014,0.0002609983,0.0002123686,0.0003201467],"domain_scores_gemma":[0.9991623,0.0001060104,0.0001956807,0.0002882509,0.0001599906,0.00008778855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008961767,0.0001606013,0.923958,0.0002242645,0.00006839239,0.00002253322,0.003392386,0.00004954449,0.01061122,0.00001047012,0.0001306705,0.06047576],"study_design_scores_gemma":[0.0005301078,0.001677101,0.9456365,0.00005344626,0.00001863046,0.00001922397,0.001171667,0.003139208,0.04519826,0.0003224191,0.002006707,0.0002267359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949024,0.0004252832,0.000002479727,0.0003060756,0.00009446718,0.0002584382,0.0007394839,0.00003143988,0.003239883],"genre_scores_gemma":[0.9993623,0.0001172398,0.00009210512,0.00007980693,0.00003769906,0.000001834363,0.00011377,0.000004701292,0.0001905658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06024902,"threshold_uncertainty_score":0.9927574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.052709304668806,"score_gpt":0.2711590870821225,"score_spread":0.2184497824133165,"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."}}