{"id":"W4281477071","doi":"10.1016/j.esg.2022.100144","title":"Architecture and agency for equity in areas beyond national jurisdiction","year":2022,"lang":"en","type":"article","venue":"Earth System Governance","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"International Studies Association","keywords":"Jurisdiction; Equity (law); Corporate governance; Political science; Sustainable development; United Nations Convention on the Law of the Sea; Business; Environmental resource management; Environmental planning; International law; Geography; Economics; Law; Finance","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":[0.01426086,0.0004068505,0.0004944623,0.001489837,0.006343651,0.01307875,0.001263279,0.003724038,0.007382918],"category_scores_gemma":[0.0152372,0.0003490614,0.0009849055,0.001497907,0.03790208,0.01531945,0.01290547,0.004251312,0.0005936074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006096068,"about_ca_system_score_gemma":0.00887726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00806502,"about_ca_topic_score_gemma":0.01053931,"domain_scores_codex":[0.9837208,0.008598665,0.000697403,0.002477553,0.002243747,0.002261932],"domain_scores_gemma":[0.9924794,0.002941937,0.0007848391,0.001819724,0.001017637,0.0009564284],"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":[0.000001665776,0.000002510711,0.0002341702,0.000005139249,0.00000228293,0.00001543687,0.0006791739,0.0002167593,0.00002371271,0.9965504,0.0003825572,0.00188619],"study_design_scores_gemma":[0.000006113255,0.000009170031,0.0004442329,0.00006485014,0.000006503046,0.00002793222,0.0007674815,0.0005457663,0.00006242088,0.9629841,0.03507161,0.000009687737],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06621084,0.00193641,0.1201038,0.04305283,0.0004574876,0.0001599398,0.0001132772,0.0001367881,0.7678286],"genre_scores_gemma":[0.9688296,0.0005472605,0.01426024,0.002107851,0.0001597394,0.0001552606,0.00006506026,0.00005624764,0.01381866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01426086,"threshold_uncertainty_score":0.07541955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141323518809404,"score_gpt":0.2382208895984024,"score_spread":0.2268076544103083,"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."}}