{"id":"W6943957493","doi":"10.17600/18001922","title":"PELMED 2022 cruise,L'Europe R/V","year":2022,"lang":"fr","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":"Prospection; Black sea; Nova scotia","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.01808817,0.002162167,0.001833443,0.002175446,0.001074494,0.0006056785,0.002522481,0.004372978,0.3928159],"category_scores_gemma":[0.0220167,0.002643803,0.001036319,0.004840477,0.001690267,0.0007652851,0.0007051964,0.01050512,0.08413299],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01020052,"about_ca_system_score_gemma":0.007910678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003622281,"about_ca_topic_score_gemma":0.001125365,"domain_scores_codex":[0.9590772,0.03179281,0.001902792,0.002463221,0.002152697,0.002611256],"domain_scores_gemma":[0.9859571,0.008044109,0.001519495,0.002332855,0.0008265004,0.001319896],"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":[0.0009840862,0.004078564,0.01523284,0.001448764,0.003466398,0.003478694,0.08008572,0.008890425,0.02632199,0.08744983,0.5771168,0.1914459],"study_design_scores_gemma":[0.004062967,0.0001822204,0.005527999,0.0005897338,0.001314603,0.0006100561,0.003716817,0.001606344,0.0008221981,0.00356033,0.9754015,0.002605299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01474842,0.02541545,0.01075318,0.003322987,0.002956922,0.002522778,0.0009421618,0.001445637,0.9378924],"genre_scores_gemma":[0.006309141,0.006742528,0.08699156,0.003057878,0.002291954,0.003156922,0.0008550638,0.00431219,0.8862827],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3982846,"threshold_uncertainty_score":0.9991119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073967409570875,"score_gpt":0.3586649813539908,"score_spread":0.2512682403969033,"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."}}