{"id":"W2009073204","doi":"10.1007/s00300-011-0997-y","title":"Microclimate impacts of passive warming methods in Antarctica: implications for climate change studies","year":2011,"lang":"en","type":"article","venue":"Polar Biology","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":88,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Environment Research Council; Sight Research UK; Institut Polaire Français Paul Emile Victor; University of Otago","keywords":"Microclimate; Global warming; Climate change; Environmental science; Growing season; Atmospheric sciences; Habitat; Ecology; Biology; Climatology","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":[0.00423053,0.000455197,0.0002405023,0.0005423139,0.001027957,0.001383601,0.0005232106,0.0006356648,0.00370564],"category_scores_gemma":[0.01331607,0.0001374719,0.000391909,0.001148429,0.0006462122,0.001282598,0.0007321244,0.0003915447,0.0002980468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001241939,"about_ca_system_score_gemma":0.0008049372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01443508,"about_ca_topic_score_gemma":0.03407339,"domain_scores_codex":[0.9980115,0.001364679,0.00006090698,0.000133224,0.0003385296,0.00009120656],"domain_scores_gemma":[0.9901675,0.006302806,0.001312453,0.0006207357,0.001302243,0.0002943482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00369317,0.0004440767,0.6934492,0.0007180066,0.0005250504,0.0001761037,0.003094492,0.005570598,0.02163992,0.001599402,0.002873553,0.2662164],"study_design_scores_gemma":[0.000022849,0.0005637368,0.9889923,0.00004647268,0.000191023,0.00007868211,0.001518641,0.001159567,0.003407948,0.0007781834,0.003221128,0.00001946635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786806,0.005614922,0.002044648,0.003125662,0.0001120863,0.00003979771,0.0006686976,0.00004043611,0.009673145],"genre_scores_gemma":[0.9929857,0.002456353,0.002284546,0.0004910525,0.0001529914,0.0000566623,0.0001991381,0.00003693223,0.00133666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01443508,"threshold_uncertainty_score":0.02870214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1829959674570757,"score_gpt":0.4522605166891456,"score_spread":0.2692645492320699,"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."}}