{"id":"W7133023655","doi":"","title":"The Influence of Shelter on the Establishment of the Invasive Dandelion, Taraxacum officinale, at its Northern Range Limit","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subarctic climate; Range (aeronautics); Microclimate; Invasive species; Dandelion; Taraxacum officinale; Arctic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001886941,0.0001164945,0.00009067106,0.0002702098,0.000383495,0.0004431973,0.0001714657,0.0001251967,0.001556518],"category_scores_gemma":[0.0003217545,0.00005028244,0.0001144804,0.0001665279,0.0003347215,0.0001562296,0.0003213504,0.0001787781,0.0001870759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005225387,"about_ca_system_score_gemma":0.0002568827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01676355,"about_ca_topic_score_gemma":0.04940967,"domain_scores_codex":[0.9999131,0.00002816975,0.000002505277,0.00001706589,0.00001029518,0.00002888066],"domain_scores_gemma":[0.9996852,0.00007370034,0.00009130273,0.00001164013,0.00004084615,0.00009739111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008244473,0.0001849256,0.86009,0.00007035739,0.00007871714,0.0007392892,0.001990646,0.0004255295,0.1143788,0.0002863618,0.0003832274,0.02054769],"study_design_scores_gemma":[0.000001618825,0.00006805489,0.9980744,0.00000301093,0.000008837823,0.00004252419,0.0007376677,0.00008729468,0.0006776485,0.00001714859,0.0002799798,0.000001795903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992679,0.00006001312,0.000007260407,0.00001866266,5.079146e-7,4.940968e-7,0.00002100244,6.541387e-7,0.0006236593],"genre_scores_gemma":[0.9996586,0.00005011157,0.00001489227,0.000009215324,8.960648e-7,6.495002e-7,0.00002746204,6.223242e-7,0.0002375046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01676355,"threshold_uncertainty_score":0.03333193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04424699707535152,"score_gpt":0.2797251111013949,"score_spread":0.2354781140260434,"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."}}