{"id":"W1990629901","doi":"10.1111/ecog.01514","title":"Climate‐associated tundra thaw pond formation and range expansion of boreal zooplankton predators","year":2015,"lang":"en","type":"article","venue":"Ecography","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Science Foundation","keywords":"Tundra; Ecology; Abiotic component; Zooplankton; Predation; Apex predator; Ecosystem; Boreal; Range (aeronautics); Biology; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002377506,0.0001180807,0.0001259209,0.0004428069,0.0003228865,0.0003895961,0.0001214303,0.0001678188,0.0009232021],"category_scores_gemma":[0.0005801083,0.0001226073,0.0001509299,0.000309274,0.0002494363,0.0002580293,0.0003507222,0.0001780472,0.00005684911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003013469,"about_ca_system_score_gemma":0.0001851786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01832498,"about_ca_topic_score_gemma":0.04615432,"domain_scores_codex":[0.9998837,0.00002020979,0.00001208283,0.0000440546,0.00001819807,0.00002179767],"domain_scores_gemma":[0.9993973,0.00005599922,0.0003455516,0.00003391656,0.00005474866,0.0001125162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002305484,0.0000099324,0.9968201,0.000004721861,0.00001880346,0.00004116921,0.0001051717,0.00004818831,0.001682331,0.000008019957,0.00002573126,0.001212706],"study_design_scores_gemma":[1.7676e-7,0.000004345109,0.9998596,6.41941e-7,0.00000162693,0.00002383735,0.00004804429,0.00002226167,0.00001912913,0.000001844309,0.0000180875,3.324051e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996916,0.00007770998,0.00001952311,0.000006946172,8.554883e-7,6.93702e-7,0.0000423141,0.000001453121,0.0001590218],"genre_scores_gemma":[0.999806,0.00004586468,0.00002404789,0.000005690806,0.000001621858,8.982514e-7,0.00005829297,5.311868e-7,0.0000569267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01832498,"threshold_uncertainty_score":0.03643662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03446337086243645,"score_gpt":0.2280940688375611,"score_spread":0.1936306979751247,"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."}}