{"id":"W3217590584","doi":"10.3289/geomar_rep_ns_59_20","title":"RV SONNE Fahrtbericht/Cruise Report SO268 - Assessing the Impacts of Nodule Mining on the Deep-sea Environment: NoduleMonitoring, Manzanillo (Mexico) – Vancouver (Canada), 17.02. – 27.05.2019","year":2021,"lang":"en","type":"report","venue":"","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cruise; Oceanography; Environmental science; Sediment; Plume; Geology; Physical geography; Meteorology; Geography; Geomorphology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003511437,0.0007685254,0.001156376,0.000120005,0.002804889,0.000264473,0.001021938,0.0004818601,0.001134068],"category_scores_gemma":[0.002364674,0.0004473269,0.0005089173,0.0004696983,0.001082397,0.0002380256,0.0006283898,0.0009463675,0.00002147909],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001777026,"about_ca_system_score_gemma":0.006343264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4969146,"about_ca_topic_score_gemma":0.5653017,"domain_scores_codex":[0.991689,0.000581979,0.001341079,0.000999722,0.004074146,0.001314054],"domain_scores_gemma":[0.9943588,0.001495051,0.001997271,0.001495788,0.0003255192,0.0003275547],"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":[0.000007628366,0.0001075277,0.02029862,0.00008681667,0.0006598243,0.0005271501,0.004679009,0.00005695636,0.000007387689,0.000399728,0.9709825,0.002186837],"study_design_scores_gemma":[0.0001741597,0.000049058,0.01616648,0.0004720933,0.0003353052,0.00006442713,0.03395018,0.00002310087,0.0001246128,0.0001281318,0.947839,0.0006734497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007537349,0.003537217,0.0001779688,0.01331815,0.01084298,0.0009774001,0.00007963368,0.00009830372,0.963431],"genre_scores_gemma":[0.5894503,0.007810086,0.0008495488,0.001459641,0.00528129,0.00008766696,0.0000606709,0.0001933842,0.3948074],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5819129,"threshold_uncertainty_score":0.9997978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0349988523589244,"score_gpt":0.3204506061567072,"score_spread":0.2854517537977828,"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."}}