{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003202525,0.0003001693,0.0001254791,0.000651209,0.0007996663,0.0009759142,0.0004828203,0.0004746995,0.004607686],"category_scores_gemma":[0.0004200767,0.00007563474,0.0002158053,0.0005151127,0.0003892219,0.0004224163,0.00074385,0.0002856037,0.0003350261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001573487,"about_ca_system_score_gemma":0.00203205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02130882,"about_ca_topic_score_gemma":0.08498219,"domain_scores_codex":[0.9997197,0.00009970402,0.00001048926,0.0000229593,0.00005206647,0.00009509651],"domain_scores_gemma":[0.9997903,0.00003406669,0.00005408224,0.00001170276,0.00005427331,0.0000556382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001597697,0.001714377,0.2857476,0.00159051,0.0002993577,0.00749159,0.003885644,0.1221753,0.09640124,0.02658934,0.01177333,0.440734],"study_design_scores_gemma":[0.0001466596,0.005019226,0.5961742,0.00090797,0.0003810748,0.00164862,0.08277754,0.1152638,0.04348269,0.0158379,0.1381248,0.0002355478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641532,0.0005662045,0.003624685,0.001430083,0.00003745177,0.000152877,0.0003204973,0.00006535766,0.02964965],"genre_scores_gemma":[0.9938015,0.0003018285,0.002131981,0.00003414538,0.000003089846,0.0000300271,0.00007477913,0.000003067392,0.003619671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02130882,"threshold_uncertainty_score":0.04236954,"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."}}