{"id":"W4320512715","doi":"10.2991/978-2-494069-31-2_136","title":"Exploring the Effect of Negotiation on UNCLOS","year":2022,"lang":"en","type":"book-chapter","venue":"Advances in Social Science, Education and Humanities Research/Advances in social science, education and humanities research","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"United Nations Convention on the Law of the Sea; Stalemate; Negotiation; Convention; Political science; Order (exchange); Freedom of navigation; Law of the sea; Law; International trade; Geography; International law; Business; Politics; Public international law","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":["sts"],"category_scores_codex":[0.01008178,0.0004165271,0.0005134571,0.002598851,0.009640287,0.0008526511,0.002032507,0.0001301253,0.002546842],"category_scores_gemma":[0.0008567274,0.0003768852,0.00009009869,0.002079546,0.02805446,0.005195333,0.001320545,0.001930373,0.00004459811],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00395948,"about_ca_system_score_gemma":0.002140695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175288,"about_ca_topic_score_gemma":0.002426578,"domain_scores_codex":[0.9903381,0.0007405918,0.0007738253,0.001251017,0.005659538,0.001236871],"domain_scores_gemma":[0.9969286,0.001489478,0.00036197,0.0003859422,0.0006771469,0.0001568793],"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":[0.00006517368,0.0001626177,0.0009203069,0.0001128514,0.000003432877,9.120641e-7,0.02294621,0.000008914775,0.00003840639,0.8671552,0.0004948563,0.1080911],"study_design_scores_gemma":[0.000271704,0.0005447402,0.00665646,0.0002087147,0.000007346369,0.000003149451,0.04074223,0.00001438583,0.0001045132,0.157581,0.7934431,0.000422643],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04846854,0.003240228,4.080471e-7,0.0004462874,0.001488301,0.001327609,0.00002800837,0.00002556842,0.9449751],"genre_scores_gemma":[0.7899628,0.01628103,0.00004455897,0.0002531783,0.001785128,0.001143508,0.00004428133,0.00006512158,0.1904204],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7929482,"threshold_uncertainty_score":0.9998683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108214311034298,"score_gpt":0.4308638288860494,"score_spread":0.3226495178517513,"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."}}