{"id":"W1967849727","doi":"10.4141/cjss08053","title":"Pattern of greenhouse gas emission from a Prairie Pothole agricultural landscape in Manitoba, Canada","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Soil Science","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Riparian zone; Environmental science; Spring (device); Pothole (geology); Fertilizer; Riparian forest; Greenhouse gas; Hydrology (agriculture); Forestry; Geography; Agronomy; Geology; Ecology; Geomorphology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002562573,0.0001073002,0.0001453262,0.00002338227,0.0001244556,0.00002805674,0.0005973406,0.0000478157,0.0004338889],"category_scores_gemma":[0.0000622799,0.00008225546,0.00003295765,0.0003463814,0.0005745039,0.000332951,0.00005723552,0.0002803702,0.000007204559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004828942,"about_ca_system_score_gemma":0.0006597441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9727356,"about_ca_topic_score_gemma":0.9985229,"domain_scores_codex":[0.9987221,0.00001527312,0.0002821361,0.0001697406,0.0004623512,0.0003484043],"domain_scores_gemma":[0.9989537,0.00002320388,0.0001985096,0.0001522882,0.00001401352,0.0006582705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002795509,0.00001316538,0.9750122,0.000001249816,0.000001653571,0.00008141249,0.0003186998,0.005868669,0.009214278,0.000001172962,0.001168841,0.008315818],"study_design_scores_gemma":[0.0002018102,0.00003845174,0.9954039,0.00002189279,0.00000460367,0.00005741201,0.001074368,0.001390709,0.0008510816,0.0000582783,0.0007840872,0.0001134379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998125,0.00001759376,0.00004136154,0.0004328474,0.0003610678,0.00004572097,0.00001027623,0.000001484108,0.000964609],"genre_scores_gemma":[0.9988087,0.000004808607,0.0009004613,0.0001322315,0.00003995466,5.592183e-7,7.7346e-7,0.000005948273,0.000106573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02578726,"threshold_uncertainty_score":0.4750779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004697103703800448,"score_gpt":0.1647377112644706,"score_spread":0.1600406075606702,"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."}}