{"id":"W2012587172","doi":"10.2118/103269-ms","title":"Alternative Management and Mitigation for Potential Impacts of Oil and Gas Operations in the World's Largest and Most Productive Ecologically Sensitive Site","year":2006,"lang":"en","type":"article","venue":"All Days","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mangrove; Threatened species; Wildlife; Habitat; Endangered species; Wetland; Environmental science; Work (physics); Environmental protection; Biodiversity; Environmental resource management; Geography; Fishery; Environmental planning; Ecology; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0003538133,0.00008086451,0.0001036844,0.00006456824,0.000101655,0.00004695225,0.00004176762,0.00003201978,0.000003701179],"category_scores_gemma":[0.00007612688,0.00005866262,0.00001397314,0.0001296323,0.000151556,0.0001173407,0.00006509582,0.00006455565,3.092563e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003355312,"about_ca_system_score_gemma":0.00001245092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003976,"about_ca_topic_score_gemma":0.01667313,"domain_scores_codex":[0.9992287,0.0001449021,0.000129117,0.0002143686,0.0001077667,0.0001752188],"domain_scores_gemma":[0.9996073,0.0001108155,0.00002514169,0.00008985368,0.0001383403,0.00002851027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005087472,0.0005106539,0.008256004,0.0002205963,0.0001875345,0.0001136104,0.003581815,0.04096573,0.004009843,0.9200485,0.0003358306,0.02126115],"study_design_scores_gemma":[0.00533337,0.0009488606,0.7001998,0.0000806954,0.0001761346,0.00005761326,0.006202559,0.03819029,0.006697861,0.2357327,0.005821209,0.0005588842],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989944,0.00008944163,0.00008003972,0.002833179,0.00001488363,0.000234595,0.00003236443,0.000005949457,0.006765562],"genre_scores_gemma":[0.9984074,0.0001176783,0.0005609557,0.0001352239,0.00003637007,0.00005111645,0.00007274028,0.000004297196,0.0006142494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6919438,"threshold_uncertainty_score":0.9304001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007924917313104312,"score_gpt":0.2599174488509265,"score_spread":0.2519925315378222,"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."}}