{"id":"W7102668696","doi":"10.34943/a82fd3c8-4190-492a-91ae-3497f0ff4cf3","title":"West Flank Sediment Trap Deployed 2024-06-08","year":2025,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sediment trap; Sediment; Settling; Trap (plumbing); Sampling (signal processing); Hydrothermal circulation; Hydrothermal vent","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","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.000801048,0.001637656,0.001535863,0.0001014839,0.0007603255,0.0002597611,0.002050296,0.001486951,0.0006359768],"category_scores_gemma":[0.00005412325,0.001756106,0.001006322,0.001621498,0.000296546,0.0001321274,0.000570896,0.003434458,0.00002792659],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004981473,"about_ca_system_score_gemma":0.008731867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6632494,"about_ca_topic_score_gemma":0.9206353,"domain_scores_codex":[0.9924235,0.0003172791,0.001199463,0.001779932,0.002023907,0.002255911],"domain_scores_gemma":[0.9951952,0.0004414366,0.0007251553,0.002479045,0.0002531901,0.0009060006],"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":[0.00002853276,0.0001052706,0.00008217132,0.0003215506,0.001547084,0.0001792524,0.00002727286,0.007602902,5.584185e-7,0.000004901648,0.9899983,0.0001021759],"study_design_scores_gemma":[0.00106766,0.00003737792,0.0001005703,0.0004362949,0.001038775,0.00001745448,0.0001841065,0.002958811,0.000002041038,0.000005190849,0.9926372,0.001514523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003420327,0.003574324,0.00003261305,0.0004700061,0.004930332,0.001088284,0.9894783,0.0002792399,0.0001126667],"genre_scores_gemma":[0.0001503494,0.001659608,0.0001397437,0.006295129,0.002480039,0.00005290833,0.9832741,0.0002350477,0.005713059],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2573859,"threshold_uncertainty_score":0.9998093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006385968529046426,"score_gpt":0.2160727555163556,"score_spread":0.2096867869873092,"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."}}