{"id":"W4233088774","doi":"10.5194/bgd-9-1439-2012","title":"The effect of atmospheric turbulence and chamber deployment period on autochamber CO <sub>2</sub> and CH <sub>4</sub> flux measurements in an ombrotrophic peatland","year":2012,"lang":"en","type":"preprint","venue":"","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flux (metallurgy); Atmospheric sciences; Turbulence; Peat; Atmosphere (unit); Greenhouse gas; Chemistry; Environmental science; Meteorology; Physics; Geology; Biology; Ecology; Oceanography","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":[0.0005780499,0.0003262979,0.0002298418,0.0001974023,0.0005738381,0.0004893065,0.0002188176,0.000203943,0.0002958719],"category_scores_gemma":[0.0009110981,0.000265603,0.0002820123,0.0001641895,0.0003351696,0.000226271,0.0002368068,0.0002433328,0.00007797923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008932814,"about_ca_system_score_gemma":0.0005493145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02629153,"about_ca_topic_score_gemma":0.06588758,"domain_scores_codex":[0.9996885,0.00004598958,0.00002695967,0.00008602094,0.00008766496,0.00006491425],"domain_scores_gemma":[0.9989874,0.000411139,0.0001871901,0.00008011134,0.0002160128,0.0001181598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001305779,0.0001111355,0.2869923,0.00007051453,0.00007733361,0.0002082215,0.0003119451,0.001622519,0.6992804,0.00003593131,0.0001385421,0.009845453],"study_design_scores_gemma":[0.000009373577,0.0005511338,0.8968303,0.000005466339,0.00005266172,0.00009678641,0.0001805014,0.003857028,0.09799573,0.000008762401,0.000395053,0.00001728985],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991655,0.00004052074,0.0005560901,0.000008679603,0.00000538939,0.000006263511,0.00007607254,0.00001559065,0.0001259467],"genre_scores_gemma":[0.9986596,0.00003265508,0.001033275,0.00001654085,0.000003300711,0.00001146528,0.0001235327,0.000007818704,0.0001118041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02629153,"threshold_uncertainty_score":0.05227697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01359752880357075,"score_gpt":0.2390529060700385,"score_spread":0.2254553772664677,"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."}}