{"id":"W2511675888","doi":"10.5539/jgg.v8n3p14","title":"The South China Sea: A Geopolitical Analysis","year":2016,"lang":"en","type":"article","venue":"Journal of Geography and Geology","topic":"Environmental, Ecological, and Cultural Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Geopolitics; Frontier; Geography; Political science; Power (physics); Economy; Politics; Economics; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002589984,0.0002350836,0.0001984854,0.007363901,0.001946278,0.002167389,0.0002434217,0.0002515012,0.007281722],"category_scores_gemma":[0.0006662088,0.000139294,0.0002869482,0.01994078,0.001218253,0.000931068,0.001466433,0.0003190424,0.0005180997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00451804,"about_ca_system_score_gemma":0.004834356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1634621,"about_ca_topic_score_gemma":0.216822,"domain_scores_codex":[0.9997811,0.0000354166,0.00001805182,0.00001948178,0.00007718829,0.00006881289],"domain_scores_gemma":[0.9995812,0.00007901803,0.0001111278,0.00002213692,0.0001500592,0.0000565059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007583402,0.00005651017,0.8220387,0.00035176,0.00009432271,0.001919254,0.0207412,0.001676361,0.0008122493,0.09575319,0.01219621,0.0442845],"study_design_scores_gemma":[0.000006166749,0.00003126899,0.8612709,0.0002200597,0.00003490624,0.0002895487,0.06230077,0.001493968,0.000269992,0.005363304,0.0686987,0.00002032988],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8866271,0.002743603,0.0004796613,0.002480954,0.00003259952,0.00008284314,0.003187899,0.00001648014,0.1043488],"genre_scores_gemma":[0.9877846,0.002966979,0.0002938239,0.000124617,0.00002473857,0.00004153953,0.001847957,0.00001137366,0.006904293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1634621,"threshold_uncertainty_score":0.3250213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009159898617801405,"score_gpt":0.2505693167553309,"score_spread":0.2414094181375295,"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."}}