{"id":"W3203276443","doi":"10.1515/bot-2021-0056","title":"Invasive <i>Fucus serratus</i> (Fucaceae, Phaeophyceae) responds to climate change along the Atlantic Coast of Nova Scotia, Canada","year":2021,"lang":"en","type":"article","venue":"Botanica Marina","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Intertidal zone; Understory; Nova scotia; Rocky shore; Fucus vesiculosus; Geography; Fucales; Fucus; Oceanography; Ecology; Biological dispersal; Algae; Biology; Canopy; Geology; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002837214,0.0002090838,0.0003325597,0.00003696615,0.0001347989,0.00004293644,0.000440699,0.00007979838,0.001966771],"category_scores_gemma":[0.0001486294,0.0001527182,0.00007261202,0.000517308,0.00006751331,0.0001028692,0.0002419133,0.0002081557,0.0001138617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001053134,"about_ca_system_score_gemma":0.000518457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9741631,"about_ca_topic_score_gemma":0.9996363,"domain_scores_codex":[0.9982279,0.0001698645,0.0003576294,0.00039416,0.0003060278,0.0005444115],"domain_scores_gemma":[0.998686,0.0004102649,0.0001308204,0.0004759863,0.0001113234,0.0001855803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002262082,0.00002195744,0.9726878,0.00006442293,0.00004148644,0.000556078,0.0001296647,0.00001672333,0.0003737183,0.0001779864,0.006555367,0.01914858],"study_design_scores_gemma":[0.0003089095,0.0002374861,0.9407016,0.00006684732,0.00004067661,0.0003260622,0.0005335166,0.00005807017,0.0006315522,0.00005696687,0.05674953,0.0002887764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746287,0.0003265434,0.000002183582,0.002203739,0.0006708836,0.0002622249,0.0004072645,0.00001867197,0.02147979],"genre_scores_gemma":[0.9954111,0.0001848578,0.0000825612,0.002872457,0.000173165,0.000002042191,0.0002588441,0.00000662835,0.001008325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05019416,"threshold_uncertainty_score":0.9989456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811427325137294,"score_gpt":0.2072952997293766,"score_spread":0.1891810264780037,"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."}}