{"id":"W7164930928","doi":"10.1080/17153379.2025.12558612","title":"Beyond Liberal Order: States, Societies and Markets in the Global Indian Ocean","year":2025,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Global Maritime and Colonial Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Indian ocean; Indian country; Global South","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":[0.0005488175,0.0001001648,0.0001235689,0.00003277737,0.0005646926,0.000148194,0.0002395487,0.00009934622,0.00005412356],"category_scores_gemma":[0.00009126638,0.00008406187,0.0000348294,0.0006688441,0.0005977,0.0001340501,0.00005518856,0.0001192457,0.00001019623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001923939,"about_ca_system_score_gemma":0.0002356248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001387484,"about_ca_topic_score_gemma":0.006131366,"domain_scores_codex":[0.9988999,0.0002225708,0.0001306787,0.0001867035,0.0002363193,0.0003238212],"domain_scores_gemma":[0.9996343,0.0001164292,0.00003149671,0.0001177509,0.00004664584,0.00005334513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001031052,0.0001293306,0.09781152,0.00005407432,0.00003998537,0.00005176987,0.1884281,0.000002307272,5.950334e-7,0.3413741,0.3543904,0.01761477],"study_design_scores_gemma":[0.0002145261,0.00002588888,0.009204488,0.00001858662,0.00001153477,0.000001301675,0.5049427,0.000004704627,5.685453e-7,0.1449976,0.3404534,0.0001247625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03110709,0.001521321,0.000003504311,0.008178759,0.0004037158,0.0002145443,0.00003176795,0.00004842129,0.9584909],"genre_scores_gemma":[0.9932845,0.0004459991,0.00007296675,0.0002159506,0.00005654777,0.000008606958,0.000007715184,0.000002849282,0.005904818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9621775,"threshold_uncertainty_score":0.4343216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004374684708302203,"score_gpt":0.2386120114007784,"score_spread":0.2342373266924762,"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."}}