{"id":"W3168918884","doi":"10.31223/x5w328","title":"Novel sensor array helps to understand submarine cable faults off West Africa","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Durham University; Natural Environment Research Council; Sight Research UK; Leverhulme Trust; University of Hull","keywords":"Geology; Turbidity current; Seabed; Shore; Submarine pipeline; Seafloor spreading; Oceanography; Canyon; Submarine; Current (fluid); Plume; Seismology; Bathymetry; Flood myth; Turbidity; Breaking wave; Geomorphology; Meteorology; Geography","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":[0.00008275174,0.0004395401,0.0001981774,0.0005497469,0.0002518035,0.0003950659,0.0002179129,0.0004294905,0.001435416],"category_scores_gemma":[0.0002217937,0.0001535407,0.0001522693,0.0004438192,0.0001100022,0.0004837589,0.0002557988,0.0003267244,0.0004989178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002499035,"about_ca_system_score_gemma":0.0002154805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006033854,"about_ca_topic_score_gemma":0.01642963,"domain_scores_codex":[0.9999006,0.000006343651,0.000004156754,0.0000315584,0.00002554211,0.00003184097],"domain_scores_gemma":[0.999923,0.00001039408,0.000020293,0.000005087838,0.00003299666,0.00000824698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003164524,0.0001731357,0.2912141,0.0004856458,0.0001043679,0.00163141,0.001428895,0.01351723,0.4511807,0.0008603742,0.006977694,0.23211],"study_design_scores_gemma":[0.00003438445,0.0003507672,0.696131,0.0001995583,0.0001585492,0.001424301,0.004367599,0.1385496,0.1170537,0.001163514,0.04048219,0.0000847771],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672377,0.001525369,0.01537759,0.0005007376,0.0001502753,0.00004316095,0.001912319,0.0005123225,0.01274058],"genre_scores_gemma":[0.9822987,0.0005836515,0.01343873,0.000134982,0.00002992654,0.00002516993,0.0005957269,0.00004396057,0.002849096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006033854,"threshold_uncertainty_score":0.01199752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04332027981742866,"score_gpt":0.2314512379031622,"score_spread":0.1881309580857336,"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."}}