{"id":"W6901480294","doi":"10.60521/331737","title":"Processed sidescan data acquired near-bottom in 2022 from the continental slope of the Canadian Beaufort Sea with the MBARI mapping AUV on Arctic Ocean missions 20220830m1 and 20220906m2","year":2024,"lang":"en","type":"dataset","venue":"Marine Geoscience Data System (MGDS) - Lamont-Doherty Earth Observatory (LDEO)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beaufort sea; Cruise; Arctic; Geological survey; Remotely operated underwater vehicle; The arctic; Beaufort scale","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":[0.0006054017,0.002493978,0.0009693386,0.00402523,0.001753524,0.002117906,0.003053982,0.001438217,0.01983003],"category_scores_gemma":[0.001826469,0.0006294622,0.001085165,0.007374443,0.0006311724,0.0006829717,0.001329804,0.00132337,0.02469433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005708922,"about_ca_system_score_gemma":0.01338158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8608972,"about_ca_topic_score_gemma":0.9355536,"domain_scores_codex":[0.9990612,0.00004059115,0.00003802328,0.0001927497,0.0004098967,0.0002575805],"domain_scores_gemma":[0.9987091,0.00007691003,0.00005789092,0.0001893686,0.0008259304,0.0001409418],"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":[0.00009612968,0.00004282432,0.003366093,0.000262364,0.00008361766,0.00006753783,0.00006791289,0.001307302,0.000414574,0.0004018071,0.9883673,0.005522722],"study_design_scores_gemma":[0.0001442137,0.00001664571,0.03103882,0.0002257725,0.00006406576,0.0000816824,0.0003263789,0.002498504,0.001858245,0.000685141,0.9629719,0.00008864105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008296237,0.00005943915,0.000103671,0.00003887597,0.00002076686,0.00001707191,0.9971592,0.0005071429,0.001264198],"genre_scores_gemma":[0.0009020625,0.00002487729,0.0003256722,0.00001263143,0.000002579536,0.00002116025,0.9978964,0.00005695414,0.0007575929],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1391028,"threshold_uncertainty_score":0.279844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04379442908942678,"score_gpt":0.2415584144841543,"score_spread":0.1977639853947275,"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."}}