{"id":"W4322704928","doi":"10.36404/zaxn6553","title":"Seismic at Sea - PESA News Issue 165","year":2022,"lang":"en","type":"article","venue":"PESA News","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Seismic survey; Nova scotia; Oceanography; Shearwater; Geology; Fishery; Seismology; Geography; Paleontology; Seabird","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006642852,0.000918215,0.0004850298,0.001076023,0.001757356,0.003737895,0.0006578564,0.003955435,0.1386743],"category_scores_gemma":[0.001662022,0.0004058291,0.0004640947,0.0006509275,0.0003626459,0.0009412747,0.001080982,0.002576702,0.07101063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008642771,"about_ca_system_score_gemma":0.001760524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008095131,"about_ca_topic_score_gemma":0.02328303,"domain_scores_codex":[0.9995062,0.00002022784,0.00001482932,0.00003748691,0.0003175327,0.0001037494],"domain_scores_gemma":[0.9993073,0.0001065251,0.00003261075,0.00005174872,0.0003296247,0.0001722173],"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":[0.00007746339,0.00002543559,0.000201601,0.00004498879,0.000002774145,0.0001600034,0.00001354144,0.00004829203,0.0003565235,0.0009923649,0.9815106,0.01656633],"study_design_scores_gemma":[0.00001272445,0.00003184672,0.001323595,0.00003465161,0.000002855864,0.0000391578,0.00004789731,0.00005933443,0.0001585792,0.0002597862,0.998026,0.000003566995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003112643,0.00156687,0.0005373425,0.03254487,0.03094915,0.0002593183,0.005707283,0.0009158173,0.9244067],"genre_scores_gemma":[0.00666931,0.0008495248,0.0002129901,0.006011869,0.004310688,0.00008081109,0.003295052,0.0001571421,0.9784124],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1386743,"threshold_uncertainty_score":0.4639119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007347884961311092,"score_gpt":0.1981814313575073,"score_spread":0.1908335463961962,"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."}}