{"id":"W6889769324","doi":"10.26008/1912/bco-dmo.807119.4","title":"CTD casts from the SPIROPA project from R/V Neil Armstrong cruise AR29, Ronald H. Brown cruise RB1904 and R/V Thomas G. Thompson cruise TN368 to the New England Shelfbreak in 2018 and 2019","year":2022,"lang":"en","type":"dataset","venue":"Open Access Server of the Woods Hole Scientific Community (Woods Hole Scientific Community)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Ocean Sciences","keywords":"Cruise; CTD; New england; Gold rush; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001052871,0.002523582,0.001501887,0.003791753,0.001352658,0.002121242,0.002766899,0.002544986,0.09640068],"category_scores_gemma":[0.00617655,0.0008238249,0.001710859,0.006872459,0.0006762806,0.001797836,0.002239591,0.002572233,0.1380635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00182263,"about_ca_system_score_gemma":0.003117576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07241072,"about_ca_topic_score_gemma":0.1783436,"domain_scores_codex":[0.9987669,0.0001678441,0.0001101192,0.0003252315,0.0004154466,0.0002145373],"domain_scores_gemma":[0.9972621,0.000666741,0.0002112319,0.0005466898,0.001017796,0.0002953907],"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":[0.0000335831,0.000009400831,0.0003767037,0.0002194547,0.00001321079,0.00001567386,0.00001752774,0.0001727305,0.00006079124,0.0002268571,0.9980243,0.0008298681],"study_design_scores_gemma":[0.0001530799,0.00001111829,0.005621463,0.000249334,0.00002448903,0.00006063273,0.0001330712,0.0003705556,0.0002638144,0.001400896,0.9916726,0.00003893858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008682355,0.00004725168,0.00005575552,0.0000777891,0.00004710679,0.000006525201,0.9985587,0.0003107315,0.0008092638],"genre_scores_gemma":[0.00028354,0.00003799215,0.0001872097,0.00003069038,0.00001014516,0.00003202872,0.9984813,0.0001147556,0.0008223495],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09640068,"threshold_uncertainty_score":0.3224924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.102831336317353,"score_gpt":0.3589096842872282,"score_spread":0.2560783479698752,"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."}}