{"id":"W564207133","doi":"","title":"Irrigated Lands of United States, Canada and Mexico","year":2010,"lang":"en","type":"book","venue":"","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; Political science; Forestry; Environmental protection","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":[0.0001055814,0.0001249888,0.0001608462,0.0000129435,0.00005535633,0.00003198768,0.0001289204,0.0001205064,0.001389068],"category_scores_gemma":[0.00000699251,0.00003986508,0.00002166254,0.00007720097,0.00003609829,0.00004325303,0.00007490787,0.0001692064,0.000003690338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002165075,"about_ca_system_score_gemma":0.00004410961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7320661,"about_ca_topic_score_gemma":0.9299682,"domain_scores_codex":[0.9993186,0.00001900943,0.0001889213,0.0001644674,0.0001915707,0.0001174113],"domain_scores_gemma":[0.9995348,0.00009497991,0.0001749274,0.00004321218,0.00008433042,0.00006767742],"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":[0.00008581758,0.00009962003,0.003130625,0.0002187611,0.0004182734,0.00005343037,0.0001504887,0.00003062702,0.00240511,0.02311663,0.9208292,0.0494614],"study_design_scores_gemma":[0.00005629807,0.00005344244,0.002262789,0.00001485664,0.00002830581,0.000001222823,0.00003362923,0.00007373687,0.0001529999,0.001664347,0.9955294,0.0001290157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1626484,0.0001365705,0.000001288377,0.00602813,0.000399286,0.0004330509,0.0005960056,0.00007015542,0.8296871],"genre_scores_gemma":[0.03767662,0.0001405426,0.00003257414,0.001344014,0.00008053429,0.000003428694,0.003988985,0.000001257585,0.956732],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1979021,"threshold_uncertainty_score":0.9995238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008507923160206293,"score_gpt":0.1766931656124573,"score_spread":0.168185242452251,"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."}}