{"id":"W4283065818","doi":"10.36404/wlja7819","title":"Seismic Snapshot - First Quarter 2022","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":"Engineering; Quarter (Canadian coin); Oceanography; Business; Submarine pipeline; Environmental science; Fishery; Marine engineering; Telecommunications; Geology; Geography; Archaeology","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":[0.000315559,0.001160795,0.0003971175,0.001826904,0.0008736111,0.001871901,0.0004178779,0.001189245,0.1168812],"category_scores_gemma":[0.0009597487,0.0004061048,0.0003276817,0.001774031,0.000164296,0.0007569736,0.001280867,0.001262287,0.06774297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008921289,"about_ca_system_score_gemma":0.001228133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04064273,"about_ca_topic_score_gemma":0.1270794,"domain_scores_codex":[0.9996915,0.00001629778,0.00000972238,0.00003901348,0.0001582768,0.00008519735],"domain_scores_gemma":[0.9991635,0.0000186088,0.0000279673,0.00004717211,0.0005143078,0.0002284071],"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":[0.0003804156,0.00004313171,0.003280509,0.00009920667,0.00001225161,0.0002548301,0.00007118966,0.0004914172,0.001073909,0.000511491,0.9650812,0.02870033],"study_design_scores_gemma":[0.00006129849,0.0001057328,0.04893849,0.0001082671,0.00001413218,0.0001808407,0.0004093523,0.0005480461,0.0009078171,0.0004652888,0.9482353,0.0000254406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02686072,0.001374017,0.00225637,0.004033815,0.01112001,0.0003018535,0.3460776,0.002380861,0.6055948],"genre_scores_gemma":[0.07371616,0.0009824818,0.003499202,0.001379003,0.001547291,0.0002383188,0.2958348,0.001142216,0.6216605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1168812,"threshold_uncertainty_score":0.3910066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005976623527551987,"score_gpt":0.1819497601384796,"score_spread":0.1759731366109276,"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."}}