{"id":"W4249335028","doi":"10.1163/22116001-90000079","title":"Navies, the Law of the Sea and the Global System in the 21st Century","year":2012,"lang":"en","type":"article","venue":"Ocean Yearbook Online","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Yearbook; Political science; Directory; Stakeholder; General partnership; Public administration; Library science; Public relations; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005785757,0.00007908706,0.00008056763,0.000004426019,0.0001054787,0.00001831867,0.0004000047,0.0000163616,0.00004018629],"category_scores_gemma":[0.00001040459,0.00002798793,0.0000421919,0.0001833723,0.000423419,0.00004859304,0.001395365,0.00009696066,0.00001754792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004549499,"about_ca_system_score_gemma":0.000002927598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001840094,"about_ca_topic_score_gemma":0.00131009,"domain_scores_codex":[0.9992242,0.000143188,0.0001266742,0.00008994457,0.0002462086,0.0001697522],"domain_scores_gemma":[0.9995362,0.00005287675,0.00005429799,0.0003318404,0.00000245074,0.00002238723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001166293,0.0004885012,0.2450803,0.0001074536,0.00005791249,0.000004917523,0.003079214,0.0001103892,0.00002710342,0.6880274,0.01106933,0.05183078],"study_design_scores_gemma":[0.0009966068,0.00003100817,0.3599434,0.00005947719,0.00007376081,0.00002776311,0.00807324,0.0004536967,0.00001778909,0.001881165,0.6282913,0.0001507899],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4421971,0.001086574,0.000004753948,0.008706728,0.0003293842,0.001056607,0.0000721472,0.00002378361,0.5465229],"genre_scores_gemma":[0.9985661,0.00009980424,0.00001623438,0.0008779062,0.00007898503,0.000003196641,0.00000282205,0.000003938992,0.000351028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6861463,"threshold_uncertainty_score":0.2781684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005711846055896344,"score_gpt":0.1978118025464357,"score_spread":0.1920999564905394,"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."}}