{"id":"W3163206179","doi":"10.1139/as-2020-0054","title":"Habitat determines plant community responses to climate change in the High Arctic","year":2021,"lang":"en","type":"article","venue":"Arctic Science","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Senter for Internasjonalisering av Utdanning; Norges Forskningsråd; Albert-Ludwigs-Universität Freiburg","keywords":"Abundance (ecology); Ecology; Vascular plant; Habitat; Bryophyte; Snow; Alpine plant; Plant community; Species richness; Shrub; Forb; Biodiversity; Climate change; Arctic; Environmental science; Context (archaeology); Biology; Geography; Grassland","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002091158,0.0001242513,0.0001419169,0.0001540286,0.0007245099,0.0002333558,0.0007770942,0.00002819778,0.00089944],"category_scores_gemma":[0.0007071321,0.00008426225,0.00003202265,0.001330206,0.0003287494,0.0003974109,0.0001009983,0.0002299253,0.0002937322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001405087,"about_ca_system_score_gemma":0.00007425154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0320417,"about_ca_topic_score_gemma":0.2716141,"domain_scores_codex":[0.9981455,0.0003786357,0.0001823566,0.0002745158,0.0004526106,0.0005663977],"domain_scores_gemma":[0.9979357,0.001276725,0.00004133935,0.0005227759,0.0000849513,0.0001385524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003598112,0.00002832871,0.9894499,0.0000293839,8.477087e-7,0.0001160599,0.006916323,0.00000889637,0.0004704891,0.00007902979,0.00003400465,0.002830774],"study_design_scores_gemma":[0.0001145922,0.0001166904,0.9953571,0.00009215191,0.000005168951,0.000203799,0.002486268,0.0003993703,0.000182958,0.0004318776,0.0004777458,0.0001323064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936889,0.0001841501,7.566434e-7,0.004367265,0.0004282656,0.0001818163,0.0005872234,0.00001452619,0.0005471016],"genre_scores_gemma":[0.9926016,0.0001692289,0.0001473674,0.00680514,0.00009486737,0.000009483168,0.0001522428,0.000002478378,0.00001758634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2395724,"threshold_uncertainty_score":0.9848237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1070250087559152,"score_gpt":0.3019840833194015,"score_spread":0.1949590745634864,"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."}}