{"id":"W2061368549","doi":"10.1115/ipc2014-33752","title":"Why Marine Mammals Matter to Your Terrestrial Export Pipeline Project","year":2014,"lang":"en","type":"article","venue":"","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Underwater; Pipeline (software); Pipeline transport; Wildlife; Environmental science; Marine engineering; Noise (video); Default gateway; Marine habitats; Marine ecosystem; Habitat; Environmental resource management; Engineering; Computer science; Oceanography; Ecosystem; Ecology; Environmental engineering; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001762658,0.0003343289,0.0003096856,0.0006238492,0.003179624,0.003182526,0.001197468,0.003282657,0.08853378],"category_scores_gemma":[0.01199155,0.0002444022,0.0003624783,0.0006875644,0.001734404,0.003463279,0.002301245,0.003192913,0.01800042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001151412,"about_ca_system_score_gemma":0.003422745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006753244,"about_ca_topic_score_gemma":0.01486316,"domain_scores_codex":[0.9987827,0.0002852934,0.00004892156,0.0001420018,0.0004264858,0.0003145887],"domain_scores_gemma":[0.9867775,0.0009573888,0.0007913375,0.0002973306,0.002362723,0.008813695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003000149,0.0001409918,0.02616838,0.0001636448,0.00001294509,0.0004479998,0.001115903,0.00001991597,0.0001725719,0.00128548,0.8974048,0.07303733],"study_design_scores_gemma":[0.00002581427,0.0002691007,0.08606326,0.001281353,0.00003127509,0.002743934,0.02138848,0.0001027883,0.0002698837,0.004611149,0.8831685,0.00004440972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05780717,0.01096153,0.0006716261,0.807064,0.01406746,0.0000906078,0.0009194338,0.0002814702,0.1081366],"genre_scores_gemma":[0.3423742,0.03197362,0.002339222,0.3204655,0.01340211,0.000295712,0.001843319,0.0006403064,0.2866659],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08853378,"threshold_uncertainty_score":0.296175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02922436142209006,"score_gpt":0.2677733641163565,"score_spread":0.2385490026942664,"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."}}