{"id":"W1896804729","doi":"10.1111/j.1365-2486.2010.02319.x","title":"Changes in high arctic tundra plant reproduction in response to long-term experimental warming","year":2010,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western Forest Products; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; ArcticNet","keywords":"Tundra; Arctic; Graminoid; Vascular plant; Ecology; Global warming; Arctic vegetation; Forb; Environmental science; Plant community; Sexual reproduction; Plant reproduction; Biology; Climate change; Ecological succession; Species richness; Grassland","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004599348,0.0001595504,0.0002098178,0.0001760547,0.00005897493,0.00002225351,0.0001768149,0.0001620415,0.002057138],"category_scores_gemma":[0.00007722892,0.0001433111,0.00002315299,0.0003301728,0.00007066152,0.0001014958,0.00004183725,0.0001650408,0.0002051403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003585406,"about_ca_system_score_gemma":0.0000158426,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03199039,"about_ca_topic_score_gemma":0.4753047,"domain_scores_codex":[0.9986507,0.00013696,0.0001767262,0.0004800706,0.00008165622,0.0004738394],"domain_scores_gemma":[0.9995185,0.00006779187,0.00004658956,0.0002366151,0.00001484626,0.000115707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000736472,0.00003196263,0.9842902,0.00001019934,0.00000226115,0.00008130409,0.0009459932,4.942622e-7,0.009240789,0.00001561101,0.00003344747,0.004611295],"study_design_scores_gemma":[0.0003490565,0.0003671939,0.9970133,0.00002793124,0.000002065716,0.0001124881,0.0002249501,0.00001778816,0.0004883758,0.00005285256,0.00116453,0.0001795217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992988,0.000588904,4.152955e-7,0.002307996,0.002096684,0.0003310762,0.001596816,0.00002589184,0.00006418002],"genre_scores_gemma":[0.9968866,0.00008520993,0.00003586286,0.0007001354,0.0007119519,0.0000226128,0.001537391,0.000003323501,0.00001691485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4433143,"threshold_uncertainty_score":0.9988551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05819695442965665,"score_gpt":0.2981747049051366,"score_spread":0.23997775047548,"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."}}