{"id":"W7064841484","doi":"","title":"A CMIP5 Ensemble Assessment Of Durum Wheat Production &amp; Climate Change In North Dakota, Usa","year":2018,"lang":"en","type":"article","venue":"UND Scholarly Commons (University of North Dakota)","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precipitation; Climate change; Agriculture; Agricultural productivity; Exclosure; Production (economics)","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":[0.0004579653,0.0006404,0.0002964205,0.0003618421,0.0004571017,0.0005883774,0.0006543872,0.0005449553,0.0008514666],"category_scores_gemma":[0.0007317177,0.0002427341,0.0004790415,0.0007464934,0.0001663503,0.0004524235,0.0003386821,0.000324898,0.0001874423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001763139,"about_ca_system_score_gemma":0.001111881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4182246,"about_ca_topic_score_gemma":0.4030919,"domain_scores_codex":[0.9999003,0.000022884,0.000007781761,0.00003813929,0.00001601881,0.00001487821],"domain_scores_gemma":[0.9998009,0.00002955039,0.00002256254,0.00002454874,0.000093588,0.0000289675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003236962,0.0002318393,0.3194698,0.00017546,0.0007830405,0.0004425888,0.0001845242,0.6380903,0.003318935,0.0009303272,0.01602976,0.0200197],"study_design_scores_gemma":[0.00006359429,0.00002939929,0.249471,0.00004052887,0.0001014356,0.0000495571,0.0002088363,0.7432638,0.0008088173,0.0002026701,0.00572806,0.00003241249],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840245,0.0004785077,0.001144516,0.0004209334,0.00006769314,0.00002736237,0.01140556,0.0001783194,0.002252555],"genre_scores_gemma":[0.986378,0.0002211942,0.001204281,0.00006697643,0.00001663313,0.00003268014,0.01136615,0.00002211434,0.0006919973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4182246,"threshold_uncertainty_score":0.8315805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283275401525237,"score_gpt":0.2662487887663625,"score_spread":0.2379212486138388,"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."}}