{"id":"W136436653","doi":"10.1007/978-3-540-68488-6_59","title":"Environmental Security Concepts Revisited During the First Three Phases (1983-2006)","year":2009,"lang":"en","type":"book-chapter","venue":"Hexagon series on human and environmental security and peace","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Scope (computer science); Environmental science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003134221,0.0006344212,0.0004991515,0.00008430114,0.003182987,0.0003561863,0.0003741647,0.0003384716,0.00266638],"category_scores_gemma":[0.000002928395,0.0005674729,0.0001751861,0.0000243087,0.002667444,0.000292295,0.0002520846,0.000678603,0.00006005277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003003695,"about_ca_system_score_gemma":0.000009163319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000257761,"about_ca_topic_score_gemma":0.003037971,"domain_scores_codex":[0.9974208,0.0001003948,0.0004050324,0.0008224368,0.0007099573,0.0005413661],"domain_scores_gemma":[0.9990132,0.00005482167,0.0002166271,0.0004566228,0.000002509675,0.0002562286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003304224,0.003149749,0.03195536,0.002549998,0.002214015,0.001304566,0.5715687,0.00004739991,0.0009846918,0.2933127,0.02469749,0.06491105],"study_design_scores_gemma":[0.0007009725,0.0003247385,0.007661713,0.0001696369,0.0001086867,0.00001758334,0.003319097,0.000001538267,0.00003929311,0.0043535,0.9826261,0.0006771306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7567478,0.01066901,8.792395e-7,0.001999252,0.0001447396,0.001665633,0.0009869438,0.0001664916,0.2276193],"genre_scores_gemma":[0.9106285,0.01983427,0.000003927013,0.0007241794,0.000400591,0.00001893866,0.0002222034,0.0000565986,0.0681108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9579286,"threshold_uncertainty_score":0.9996777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164951446052709,"score_gpt":0.243770110496457,"score_spread":0.2272749658911861,"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."}}