{"id":"W3023664059","doi":"10.3366/gels.2020.0004","title":"Balancing Environmental Protection and Offshore Petroleum Developments in Guyana","year":2020,"lang":"en","type":"article","venue":"Global Energy Law and Sustainability","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Convention on Biological Diversity; Environmental planning; Legislation; Environmental resource management; Business; Sustainable development; Government (linguistics); Environmental law; Sustainability; Marine conservation; Environmental protection; Scope (computer science); Seascape; Biodiversity; Marine protected area; Geography; Political science; Ecology; Environmental science; Law; Habitat","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":[0.0003864666,0.0001894152,0.0001102904,0.00119344,0.002362163,0.004236402,0.0004489977,0.001564468,0.004192691],"category_scores_gemma":[0.000698681,0.0001514599,0.0001480264,0.001738191,0.002821042,0.001597226,0.003726232,0.001234494,0.0002840537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007241054,"about_ca_system_score_gemma":0.004676404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07699087,"about_ca_topic_score_gemma":0.1591175,"domain_scores_codex":[0.9994318,0.0001585549,0.00002225487,0.00004819017,0.00009499345,0.000244261],"domain_scores_gemma":[0.9995871,0.0001761675,0.0001079071,0.00002042114,0.00005394229,0.00005437625],"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":[0.0001145162,0.00004850093,0.01699549,0.001167964,0.00002165481,0.007066346,0.01503213,0.002326648,0.003676231,0.83475,0.01994499,0.0988557],"study_design_scores_gemma":[0.00002465666,0.0001021861,0.1137125,0.001865535,0.00002989138,0.003155018,0.0456053,0.0007502944,0.001653938,0.06123799,0.7717685,0.00009430982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2785656,0.04946274,0.002182538,0.07041931,0.0004045629,0.00005277599,0.0002406906,0.00005768036,0.5986142],"genre_scores_gemma":[0.939916,0.01616612,0.0009369923,0.005047267,0.00008501771,0.00003824024,0.0001125754,0.00001278921,0.03768498],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07699087,"threshold_uncertainty_score":0.1530855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003286087749003906,"score_gpt":0.1665954529403875,"score_spread":0.1633093651913836,"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."}}