{"id":"W4403071815","doi":"10.1139/facets-2023-0237","title":"Bull kelp (<i>Nereocystis luetkeana</i>) growth rates as climate stress indicators for Canada’s Pacific coast","year":2024,"lang":"en","type":"article","venue":"FACETS","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Tula Foundation","funders":"","keywords":"Kelp; Oceanography; Geography; Ecology; Environmental science; Fishery; Biology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0001693994,0.0002526878,0.0001750842,0.0005318553,0.0008728236,0.0005650739,0.0002836301,0.0001457251,0.001353988],"category_scores_gemma":[0.0002750658,0.0001253306,0.0001459868,0.0005478311,0.0002598981,0.0002731976,0.0003802228,0.0003977872,0.0002474156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002217202,"about_ca_system_score_gemma":0.001327842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5319692,"about_ca_topic_score_gemma":0.8697881,"domain_scores_codex":[0.9998925,0.000004708534,0.000005712052,0.00003648673,0.00003535636,0.0000252142],"domain_scores_gemma":[0.9996604,0.00002243814,0.000117069,0.0000182407,0.0001214432,0.00006047491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001377297,0.0000592762,0.8956965,0.00007725443,0.00003617933,0.0001730357,0.0007434107,0.000663886,0.07750906,0.0001626318,0.001063592,0.02367739],"study_design_scores_gemma":[0.000001087402,0.00001798263,0.9967088,0.000004937179,0.000007537005,0.00004784618,0.0002348552,0.0002338994,0.001785452,0.00001363854,0.0009392218,0.000004688508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958131,0.0001515761,0.0003907168,0.00002981453,0.000004030896,0.00001514585,0.001290836,0.00002341076,0.002281344],"genre_scores_gemma":[0.9945608,0.0001555356,0.001492073,0.00004315297,0.000002129842,0.00002221672,0.001546449,0.00001393411,0.002163766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4680308,"threshold_uncertainty_score":0.9415742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006599074449507242,"score_gpt":0.2037929788221799,"score_spread":0.1971939043726727,"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."}}