{"id":"W7161980641","doi":"10.82308/18527","title":"Greenhouse gas emissions from onion fields cultivated on organic soils under sprinkler irrigation in Quebec","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soil water; Irrigation; Greenhouse gas; Fertilizer; Greenhouse; Growing season; Snow; Methane","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":[0.0001205364,0.0003513448,0.0001874352,0.0003389014,0.000910014,0.0006611336,0.0002752899,0.0002043631,0.001087601],"category_scores_gemma":[0.0001687362,0.0001028689,0.0001629064,0.0007615028,0.0002709443,0.0002172754,0.0001798587,0.0001967973,0.00007349982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01286146,"about_ca_system_score_gemma":0.003889559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.976723,"about_ca_topic_score_gemma":0.9904773,"domain_scores_codex":[0.9998831,0.000008447876,0.00000308059,0.000034725,0.00002471945,0.00004593252],"domain_scores_gemma":[0.9998013,0.00002616423,0.0000373101,0.000006737651,0.00009052449,0.00003784416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007282275,0.0002096948,0.8579399,0.0001648265,0.0001567688,0.0008293017,0.001587032,0.002436056,0.1077618,0.000143251,0.001239939,0.02680318],"study_design_scores_gemma":[0.00000665125,0.00005228865,0.9960473,0.000006070794,0.00001420867,0.0000227681,0.0006176402,0.0006711895,0.001569996,0.000009147946,0.0009751827,0.000007542109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987475,0.00006187562,0.00005791551,0.00001820693,0.000001338077,0.00001170135,0.0004489265,0.000004656938,0.000647913],"genre_scores_gemma":[0.9969571,0.0001208825,0.0001814097,0.00003189256,0.000001144425,0.00001092481,0.0008422275,0.000002954153,0.001851488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02327698,"threshold_uncertainty_score":0.09331685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01484405488147841,"score_gpt":0.2342718868837124,"score_spread":0.219427832002234,"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."}}