{"id":"W2059996762","doi":"10.4141/cjss07071","title":"Managing excess water in Canadian prairie soils: A review","year":2009,"lang":"en","type":"review","venue":"Canadian Journal of Soil Science","topic":"Plant responses to water stress","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Environmental science; Soil water; Drainage; Waterlogging (archaeology); Agronomy; Tillage; Infiltration (HVAC); Surface runoff; Salinity; Transpiration; Soil science; Biology; Wetland; Ecology; Geography","routes":{"ca_aff":false,"ca_fund":true,"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":[0.00293364,0.0003820576,0.001281983,0.0005889045,0.0003937486,0.0003784739,0.00250475,0.0001834233,0.0002221193],"category_scores_gemma":[0.0002811413,0.0001319879,0.0003123915,0.001762481,0.0003716014,0.0005463345,0.00004540284,0.0006663488,0.00007208363],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001272513,"about_ca_system_score_gemma":0.005649025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7073587,"about_ca_topic_score_gemma":0.9949527,"domain_scores_codex":[0.9961978,0.0002334725,0.000943544,0.0004500227,0.0005084684,0.001666666],"domain_scores_gemma":[0.9965261,0.0001019592,0.0003932834,0.0001467378,0.000208233,0.002623646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[9.576222e-7,0.00000402215,0.00007029362,0.0009621618,0.000006137516,0.001411394,0.00003094749,0.000002292172,0.000003541273,0.00001166862,0.001290242,0.9962063],"study_design_scores_gemma":[0.00003083933,0.00006438865,0.0008979254,0.03646988,0.00006473799,0.001187504,0.00001243963,0.000002788214,0.000004087226,0.00008624869,0.9608424,0.000336756],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00105498,0.9924201,8.678266e-8,0.003567411,0.0003538029,0.0003188417,0.00008310554,0.000005546563,0.002196148],"genre_scores_gemma":[0.001803929,0.9969268,0.0000110982,0.0007385474,0.0002131987,0.000006699755,0.00002540485,0.00000243647,0.0002718956],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9958696,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04101485608772146,"score_gpt":0.2710482837808652,"score_spread":0.2300334276931437,"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."}}