{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001245059,0.001002138,0.0003400716,0.00179988,0.000812417,0.001243557,0.0006473686,0.0007654079,0.02232913],"category_scores_gemma":[0.001083414,0.0003614679,0.0003211942,0.001264499,0.0003538263,0.0004817122,0.0009977701,0.0006086268,0.007210627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002939312,"about_ca_system_score_gemma":0.008646156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5146349,"about_ca_topic_score_gemma":0.4300514,"domain_scores_codex":[0.9991528,0.00009595753,0.0000286621,0.0000942536,0.0004551289,0.0001731598],"domain_scores_gemma":[0.9993045,0.00005816968,0.00008154505,0.00005947064,0.0003977724,0.00009845287],"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":[0.003867876,0.0005025758,0.05263961,0.001202531,0.0002407603,0.0008856975,0.0009333287,0.01027473,0.01847204,0.003648661,0.7433341,0.1639981],"study_design_scores_gemma":[0.00026515,0.0005305885,0.1356958,0.0002159976,0.00004251173,0.000165675,0.0007324101,0.002690456,0.01163117,0.0005951341,0.8473753,0.00005972454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.150158,0.005861987,0.008566933,0.005158511,0.001022322,0.002821896,0.528381,0.001774395,0.2962549],"genre_scores_gemma":[0.2067073,0.003838357,0.01523767,0.000283363,0.0001689653,0.001298748,0.3250091,0.001619511,0.4458371],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4853651,"threshold_uncertainty_score":0.976447,"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."}}