{"id":"W7028522254","doi":"","title":"Field-based comparison of soil-derived greenhouse gas emissions from irrigated and rain-fed shelterbelts in the semi-arid Canadian prairie","year":2018,"lang":"en","type":"other","venue":"","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Windbreak; Irrigation; Carbon dioxide; Climate change","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001752429,0.0002390749,0.0005754768,0.0002441177,0.00004432784,0.00001537108,0.0002830136,0.0006768631,0.01342592],"category_scores_gemma":[0.0004894107,0.0001386056,0.00007421952,0.0002823814,0.0004228456,0.000009027791,0.00005510612,0.0006079765,0.0000477888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005312561,"about_ca_system_score_gemma":0.0006807361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3730473,"about_ca_topic_score_gemma":0.4836462,"domain_scores_codex":[0.9982743,0.00009274371,0.0003477943,0.0003589644,0.0005098712,0.0004162831],"domain_scores_gemma":[0.9982726,0.0004712348,0.00009242338,0.0004485036,0.00005580953,0.0006594365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001969722,0.0002237283,0.005302938,0.0001723728,0.00008783083,0.00005102772,0.0002173216,2.724011e-8,0.005521598,0.000006351404,0.9856599,0.002559921],"study_design_scores_gemma":[0.005322598,0.001320913,0.00492883,0.002954408,0.0002135797,0.000006838565,0.0005449329,0.002423045,0.0322393,0.0002979194,0.9492251,0.0005225392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1530747,0.00118079,0.0001454095,0.04529458,0.0001761184,0.001687055,0.000366584,0.0001689039,0.7979059],"genre_scores_gemma":[0.8239557,0.00008536439,0.000546598,0.005922975,0.0004972913,0.00005064364,0.0008816672,0.0002206182,0.1678392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6708809,"threshold_uncertainty_score":0.9874759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0299756206566244,"score_gpt":0.3214871581998694,"score_spread":0.291511537543245,"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."}}