{"id":"W6889707893","doi":"10.26022/ieda/330231","title":"Processed sub-bottom SEG-Y files acquired near-bottom in 2013 from the continental slope of the Canadian Beaufort Sea with MBARI mapping AUV on mission 20131002m1","year":2021,"lang":"en","type":"dataset","venue":"LDEO - Lamont-Doherty Earth Observatory, Columbia University","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beaufort sea; Cruise; Geological survey; Beaufort scale; Continental shelf; Remotely operated underwater vehicle; Seabed","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001207433,0.00129353,0.001818879,0.00035638,0.002294468,0.0008739001,0.004051344,0.00148664,0.00161891],"category_scores_gemma":[0.0003405561,0.001191016,0.0005698656,0.003325086,0.001334164,0.001020155,0.0008862214,0.002634259,0.0002850702],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001732726,"about_ca_system_score_gemma":0.009275894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9477944,"about_ca_topic_score_gemma":0.9969425,"domain_scores_codex":[0.9909472,0.00194253,0.001022684,0.002112576,0.002206702,0.001768303],"domain_scores_gemma":[0.9925162,0.000645916,0.001592029,0.00342389,0.0008669981,0.0009549405],"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":[0.0004409105,0.0003180872,0.2257757,0.0001804634,0.0004297207,0.000544972,0.0004032013,0.0001565286,0.0002578585,0.000001583889,0.7714078,0.00008315966],"study_design_scores_gemma":[0.002248459,0.0001175444,0.4475013,0.001521116,0.0003043097,0.000007058036,0.001064748,0.0003580805,0.00009089034,0.000004033881,0.5458791,0.0009033672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.4749458,0.0002614012,5.204037e-7,0.0006820881,0.0004021385,0.00184575,0.5216252,0.00008744792,0.0001496575],"genre_scores_gemma":[0.08001621,0.0002722915,0.0004807657,0.001363034,0.0003033652,0.00002892716,0.9116472,0.0003421901,0.005546019],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3949296,"threshold_uncertainty_score":0.9999816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810163930569262,"score_gpt":0.1906059523173364,"score_spread":0.1725043130116438,"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."}}