{"id":"W3138425707","doi":"10.33540/579","title":"The Regulation of “Modern” Ocean Data Collection Activities under UNCLOS","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"European Commission; China Scholarship Council; University of Oxford; U.S. Department of State","keywords":"United Nations Convention on the Law of the Sea; Scope (computer science); Data collection; Political science; Constitution; Convention; Marine conservation; Geography; Environmental resource management; Law; Computer science; Environmental science; Sociology; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04246645,0.0004000995,0.0007890324,0.001936662,0.004663396,0.01652699,0.00322688,0.007781475,0.004586482],"category_scores_gemma":[0.08565633,0.0009617704,0.001180164,0.003023773,0.01555176,0.0112843,0.006762365,0.01080247,0.002576194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00863525,"about_ca_system_score_gemma":0.03464467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0241539,"about_ca_topic_score_gemma":0.01779697,"domain_scores_codex":[0.9343843,0.01654621,0.007481913,0.008511049,0.02896817,0.004108422],"domain_scores_gemma":[0.8809299,0.05942063,0.01494378,0.01982391,0.02269863,0.002183277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001451427,0.00002944012,0.001547356,0.0001142292,0.000006908479,0.00008930672,0.002691973,0.0003150622,0.0004449047,0.9772218,0.007750409,0.009773904],"study_design_scores_gemma":[0.00006780057,0.0001079384,0.009770297,0.003088594,0.00008229493,0.0003910689,0.004893716,0.003755396,0.003275713,0.421593,0.5527868,0.0001874885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04493139,0.003963864,0.07846653,0.07584048,0.001358349,0.0009778683,0.001602156,0.0005331785,0.7923262],"genre_scores_gemma":[0.7099732,0.006197961,0.102146,0.06114314,0.002546485,0.004729,0.002103337,0.0003568702,0.110804],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04246645,"threshold_uncertainty_score":0.2245867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01713284290246468,"score_gpt":0.2708636053183091,"score_spread":0.2537307624158444,"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."}}