{"id":"W4236777558","doi":"10.1080/14634988.2012.673457","title":"Foreword","year":2012,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Newspaper; Political science; Management; Law; Computer science","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":[0.001168777,0.001165623,0.001049357,0.002157107,0.001951258,0.006641799,0.001927703,0.003038692,0.6928558],"category_scores_gemma":[0.01020255,0.0004118275,0.0008588265,0.001959004,0.0006331324,0.004774438,0.002506827,0.003743683,0.6686859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001460679,"about_ca_system_score_gemma":0.002595233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001978753,"about_ca_topic_score_gemma":0.002250672,"domain_scores_codex":[0.9986697,0.0001368904,0.0001129601,0.0002465669,0.0006962163,0.0001376673],"domain_scores_gemma":[0.9948146,0.0008465362,0.0002279589,0.0003675063,0.003024029,0.0007193496],"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":[0.000009051687,0.00000673439,0.00002048928,0.00008162375,9.279637e-7,0.00001799322,0.00001530751,0.000007169773,0.00005069318,0.0005559362,0.9796524,0.0195817],"study_design_scores_gemma":[0.000002880913,0.000005854529,0.00006646072,0.00007764276,0.000001042154,0.00003292973,0.00002812243,0.000007227289,0.0000366253,0.0003403727,0.9993985,0.000002415541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0005024596,0.01024674,0.001876929,0.05869664,0.3156271,0.0004324819,0.008575347,0.002203187,0.6018391],"genre_scores_gemma":[0.002197326,0.006441627,0.0008583611,0.0180224,0.04588166,0.0002204444,0.005900909,0.001151129,0.9193261],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6928558,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03359992780669586,"score_gpt":0.325333062442793,"score_spread":0.2917331346360971,"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."}}