{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001375208,0.000159228,0.0001477787,0.0004891479,0.0006802091,0.000514167,0.0002010835,0.0001425604,0.001147185],"category_scores_gemma":[0.0003807986,0.000101394,0.0001393031,0.0005770909,0.0003333544,0.0001116614,0.0002860691,0.0002095979,0.0001572498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003371243,"about_ca_system_score_gemma":0.002473121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9344273,"about_ca_topic_score_gemma":0.9798809,"domain_scores_codex":[0.9998859,0.000007941928,0.000004911702,0.00002837135,0.0000223977,0.00005042819],"domain_scores_gemma":[0.9993061,0.00003230095,0.0001461535,0.0000182821,0.0003080493,0.0001891532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006668808,0.00001228924,0.9920144,0.00002107852,0.00002710361,0.0001352489,0.0003387947,0.0001520221,0.004313951,0.00003620554,0.0004566245,0.002425646],"study_design_scores_gemma":[6.914145e-7,0.00000236165,0.9995025,0.000003203362,0.000001460462,0.00001140152,0.0002254668,0.00003589414,0.00003562245,0.000001618217,0.0001789112,8.419085e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997384,0.0001392208,0.00002694543,0.00006877155,0.000007516728,0.000005884758,0.0006826126,0.000003682766,0.001681295],"genre_scores_gemma":[0.9988052,0.0001033966,0.00004257688,0.00003465288,0.000001490007,0.000002746029,0.0002944455,0.000001635814,0.0007138315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06557268,"threshold_uncertainty_score":0.1319177,"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."}}