{"id":"W2489094408","doi":"10.2135/cssaspecpub32.c8","title":"Dryland Agriculture on the Canadian Prairies: Current Issues and Future Challenges","year":2004,"lang":"en","type":"other","venue":"CSSA special publication - Crop Science Society of America","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Agriculture and Agri-Food Canada","funders":"","keywords":"Agriculture; Dryland farming; Tillage; Agroforestry; Climate change; Geography; Environmental science; Ecosystem services; Soil quality; Greenhouse gas; Business; Ecosystem; Agronomy; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002036421,0.0002362639,0.0002804897,0.00004358063,0.00070294,0.0001859459,0.0006233666,0.0002139584,0.001198171],"category_scores_gemma":[0.0000819597,0.0000846555,0.0001304693,0.0008907779,0.002563447,0.000127067,0.00007226094,0.0002654252,0.00007149552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123515,"about_ca_system_score_gemma":0.0001991069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01450276,"about_ca_topic_score_gemma":0.01824708,"domain_scores_codex":[0.998379,0.00005006582,0.0001906289,0.0005559378,0.0004601195,0.0003642506],"domain_scores_gemma":[0.9989096,0.00005970976,0.0003431751,0.0001422687,0.0003136404,0.0002316298],"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":[0.000002347736,0.00008473048,0.00003257614,0.00001566448,0.00000821753,8.559243e-8,0.0003564647,9.312591e-8,0.0004213756,0.008646599,0.9144915,0.07594035],"study_design_scores_gemma":[0.00005832686,0.0001483188,0.02234204,0.0000564534,0.000005653625,8.880687e-7,0.001198167,9.391228e-7,0.0000627994,0.0004444878,0.9754876,0.0001943324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001122332,0.006616351,0.000001145697,0.6152775,0.001031715,0.001091391,0.0005123162,0.0001352087,0.3742121],"genre_scores_gemma":[0.1195784,0.438557,0.002519087,0.03043271,0.1466158,0.0008836719,0.003689531,0.0001505663,0.2575733],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5848448,"threshold_uncertainty_score":0.9997149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02374161727299324,"score_gpt":0.2580704255539782,"score_spread":0.234328808280985,"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."}}