{"id":"W4214885994","doi":"10.1002/aqc.3796","title":"How can a new UN ocean treaty change the course of capacity building?","year":2022,"lang":"en","type":"article","venue":"Aquatic Conservation Marine and Freshwater Ecosystems","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Quebec Population Health Research Network; Vancouver Coastal Health","funders":"Havs- och Vattenmyndigheten; Ocean Nexus Center, EarthLab, University of Washington; University of Wollongong; Bundesministerium für Verkehr und Digitale Infrastruktur","keywords":"Jurisdiction; Capacity building; United Nations Convention on the Law of the Sea; Sustainability; Convention on Biological Diversity; Treaty; International law; International waters; Political science; Environmental resource management; Environmental planning; Business; Global commons; Sustainable development; Biodiversity; Geography; Law; Ecology; Environmental 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":[0.04322665,0.001055935,0.00107052,0.003276449,0.009402698,0.02192865,0.00540489,0.02486295,0.02504843],"category_scores_gemma":[0.07622357,0.0007846996,0.002140089,0.002785774,0.01702484,0.02373221,0.01099499,0.02504725,0.003552982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01599438,"about_ca_system_score_gemma":0.04077506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06108671,"about_ca_topic_score_gemma":0.04839857,"domain_scores_codex":[0.9710129,0.0102538,0.001484784,0.002421095,0.009080844,0.005746543],"domain_scores_gemma":[0.9732783,0.01511182,0.00139021,0.001892502,0.005443614,0.002883509],"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":[0.00001703109,0.00004872059,0.0002549344,0.00007560761,0.0000109465,0.00009545017,0.000606398,0.0007715948,0.00008805298,0.8595258,0.1240611,0.01444432],"study_design_scores_gemma":[0.00003663856,0.00004272588,0.000798159,0.001091742,0.00001939943,0.00004712778,0.001443997,0.0007547733,0.0002035948,0.3468468,0.6486013,0.0001137027],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003364398,0.00430687,0.004870757,0.6767603,0.009971347,0.0001332681,0.0003171983,0.000184422,0.3000914],"genre_scores_gemma":[0.2298952,0.008382992,0.01536217,0.6129907,0.01171808,0.001175754,0.0008360959,0.0005948341,0.1190441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06108671,"threshold_uncertainty_score":0.2286071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02393403104503003,"score_gpt":0.2114728711617073,"score_spread":0.1875388401166773,"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."}}