{"id":"W3039405101","doi":"10.1111/1365-2435.13621","title":"Convergent evolution of niche structure in Northeast Pacific kelp forests","year":2020,"lang":"en","type":"article","venue":"Functional Ecology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Victoria; Bamfield Marine Sciences Centre; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Biology; Kelp; Niche; Ecology; Kelp forest; Ecological niche; Habitat; Convergent evolution; Niche differentiation; Character displacement; Biological dispersal; Adaptive radiation; Phylogenetic tree; Sympatry; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004898296,0.00006974987,0.0001362031,0.00004979454,0.00002858871,0.000002308701,0.00006859333,0.00009161709,0.01020818],"category_scores_gemma":[0.00004086973,0.0000580648,0.00003012632,0.0001453877,0.00005479038,0.00004307038,0.00001409733,0.0001137589,0.0001208825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000538253,"about_ca_system_score_gemma":0.0000863713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001446983,"about_ca_topic_score_gemma":0.07701068,"domain_scores_codex":[0.9993778,0.00005139394,0.0001737005,0.0001685073,0.00007532795,0.0001532932],"domain_scores_gemma":[0.9997248,0.00008041246,0.00005738319,0.00004898668,0.00002733476,0.00006105577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002145924,0.0000100097,0.9927104,0.00001066543,0.000009520275,0.00000630718,0.00002477699,0.002382947,0.00006356808,0.0004508532,0.001236264,0.002880068],"study_design_scores_gemma":[0.0002405628,0.0003239957,0.9838409,9.786512e-7,0.000003940007,0.00001899407,0.00009666432,0.005414806,0.000009655835,0.001264313,0.008727514,0.00005761544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931928,0.00006917102,0.00009291356,0.00084228,0.0005341722,0.00008842067,0.0002039398,0.00001125774,0.004965073],"genre_scores_gemma":[0.9989498,0.000006840969,0.00002767294,0.0002162889,0.0001253235,7.35787e-7,0.0004791695,0.000001143385,0.000193008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0755637,"threshold_uncertainty_score":0.9906966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140122740488067,"score_gpt":0.1713209393117674,"score_spread":0.1599197119068867,"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."}}