{"id":"W7164895485","doi":"10.1080/17153379.2010.12558927","title":"Human Security in East Asia: Challenges for Collaborative Action.","year":2010,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Human security; National security; Border Security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007223557,0.0001186271,0.0001530889,0.0001173195,0.0005304257,0.0001098097,0.0002305969,0.0001144675,0.0001611413],"category_scores_gemma":[0.00004342982,0.0001221143,0.00005340717,0.0002554948,0.0003305096,0.0001792097,0.00002396656,0.0002173329,0.00003632286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008607219,"about_ca_system_score_gemma":0.00006898329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002112208,"about_ca_topic_score_gemma":0.04668196,"domain_scores_codex":[0.9987968,0.0001230348,0.0001620161,0.000299642,0.0002610123,0.000357558],"domain_scores_gemma":[0.999534,0.00004182779,0.00005956886,0.0001935403,0.00007443073,0.00009666094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000497143,0.0003792302,0.002079958,0.0001128138,0.00005869787,0.00001022797,0.4981583,0.00001083576,0.0006664401,0.485721,0.002627211,0.01012551],"study_design_scores_gemma":[0.0003281659,0.00003553816,0.000987537,0.000007550124,0.000006670791,1.817296e-7,0.6207745,0.000007072453,0.00005797935,0.006064028,0.3716037,0.0001270755],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03040007,0.0001100909,0.0000573317,0.00667803,0.0006057031,0.001051878,0.00002862795,0.0001502098,0.9609181],"genre_scores_gemma":[0.9979978,0.00004832718,0.0002338836,0.000003531074,0.0002500944,0.0001705046,0.000006146392,0.0000150234,0.001274697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9675977,"threshold_uncertainty_score":0.9707136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03864555020117127,"score_gpt":0.3039578971941067,"score_spread":0.2653123469929354,"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."}}