{"id":"W1988811098","doi":"10.1111/j.1654-1103.2009.01069.x","title":"Directional change in upland tundra plant communities 20‐30 years after seismic exploration in the Canadian low‐arctic","year":2009,"lang":"en","type":"article","venue":"Journal of Vegetation Science","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Environment and Protected Areas","funders":"","keywords":"Tundra; Permafrost; Plant community; Vascular plant; Arctic; Vegetation (pathology); Arctic vegetation; Ecology; Ecological succession; Deciduous; Species richness; Environmental science; Tree line; Physical geography; Disturbance (geology); Geography; Geology; Biology; Geomorphology; Climate change","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":[0.0003097051,0.00016242,0.000165121,0.001092618,0.0008720463,0.0005357576,0.0004142833,0.0002399597,0.0009840815],"category_scores_gemma":[0.0006726185,0.0001022607,0.0001963511,0.001056079,0.0004674035,0.0001906478,0.0003630854,0.0001757442,0.0001234852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004294365,"about_ca_system_score_gemma":0.002885085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9016373,"about_ca_topic_score_gemma":0.9643196,"domain_scores_codex":[0.9998232,0.00001359181,0.000006189777,0.00003460189,0.00004046197,0.00008204202],"domain_scores_gemma":[0.999199,0.00004919526,0.0001863593,0.00002048146,0.0003243634,0.0002205662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009887116,0.0000128173,0.9925796,0.00001654349,0.00002869609,0.00006564017,0.001233938,0.0001104711,0.001795541,0.00002718063,0.000163586,0.003867094],"study_design_scores_gemma":[4.450041e-7,0.000005262981,0.9991487,0.000002448564,0.000002635447,0.000007110403,0.0006213426,0.00004689663,0.00004387594,0.000002146191,0.0001178074,0.000001261132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993954,0.00006074184,0.00001681754,0.00002009764,0.000001051505,0.000001381224,0.0002800471,0.000001471711,0.0002230681],"genre_scores_gemma":[0.9991363,0.00006949047,0.00003201163,0.000009749748,0.000001378684,0.000002387748,0.000467544,8.384268e-7,0.0002803814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09836268,"threshold_uncertainty_score":0.1978839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07281746882284687,"score_gpt":0.2744991241060606,"score_spread":0.2016816552832138,"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."}}