{"id":"W4244180213","doi":"10.1111/j.1752-1688.2010.00512.x","title":"Book Reviews","year":2011,"lang":"en","type":"article","venue":"JAWRA Journal of the American Water Resources Association","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Hydrology (agriculture); Geology; Geotechnical engineering","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":[0.001021386,0.0001135029,0.0002611352,0.00004090757,0.0001194658,0.00003746989,0.0005510648,0.00002177875,0.00127519],"category_scores_gemma":[0.00004665008,0.00005486414,0.0002369428,0.0001602131,0.00008902897,0.000192591,0.0002835549,0.0001710229,0.0003295895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003339541,"about_ca_system_score_gemma":0.000001449212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003709054,"about_ca_topic_score_gemma":0.00001474913,"domain_scores_codex":[0.9984511,0.0002707063,0.0004322877,0.0001132797,0.0004676036,0.0002650046],"domain_scores_gemma":[0.998481,0.00001533428,0.001199215,0.0002194887,0.00001509896,0.00006982523],"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":[0.000165867,0.0002382903,0.4308068,0.00001560701,0.0002193769,0.00001678531,0.03182141,0.0003602846,0.006713462,0.000004778175,0.5037182,0.02591917],"study_design_scores_gemma":[0.0001401101,0.0001117496,0.09465816,0.00001537335,0.00005599084,0.000007595007,0.0001186166,0.00001220062,0.002558749,0.0001055976,0.9021305,0.0000853353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873422,0.0004182523,0.00007359157,0.002202905,0.0001895358,0.0001836141,7.581814e-7,0.00001038077,0.009578785],"genre_scores_gemma":[0.949275,0.0008912182,0.001055137,0.01231508,0.0003557981,0.000009987051,7.351704e-7,0.00003770721,0.03605938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3984123,"threshold_uncertainty_score":0.9996378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115955311837768,"score_gpt":0.2004550008186226,"score_spread":0.189295447700245,"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."}}