{"id":"W7163538031","doi":"10.17600/18003569","title":"GEOBREST 2025 cruise,Côtes De La Manche R/V","year":2025,"lang":"","type":"other","venue":"Institut Français de Recherche pour l'Exploitation de la Mer","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pilotage; Pacific ocean; Nova scotia; Indian ocean","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.02809369,0.003297554,0.002860086,0.003684103,0.001096689,0.00161753,0.00325321,0.01364963,0.02693048],"category_scores_gemma":[0.04222558,0.003889994,0.001650119,0.004463642,0.003333281,0.001199232,0.0006287274,0.01221082,0.03744986],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009785774,"about_ca_system_score_gemma":0.02174846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007306694,"about_ca_topic_score_gemma":0.001417746,"domain_scores_codex":[0.9553775,0.03291623,0.002858977,0.003252288,0.001932134,0.003662838],"domain_scores_gemma":[0.9667565,0.02517084,0.001956678,0.002978474,0.001502436,0.001635116],"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":[0.001781376,0.005214,0.03288231,0.004788476,0.007081773,0.002491484,0.04371434,0.01786569,0.02865178,0.06504852,0.6336376,0.1568426],"study_design_scores_gemma":[0.006666671,0.00012175,0.01141464,0.005908304,0.002807166,0.00037222,0.002467482,0.004151079,0.00743986,0.0330131,0.9218446,0.003793145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007883837,0.02085085,0.0946417,0.002303895,0.001458961,0.003051773,0.0008947544,0.001682482,0.8672317],"genre_scores_gemma":[0.05546759,0.02405731,0.2684842,0.003917803,0.00301464,0.003174531,0.000507077,0.003903735,0.6374731],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.288207,"threshold_uncertainty_score":0.9994189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09739704313672255,"score_gpt":0.3899723661177492,"score_spread":0.2925753229810267,"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."}}