{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science"],"category_scores_codex":[0.03253151,0.002790432,0.003231989,0.00256961,0.02342473,0.03448212,0.07070959,0.0008348899,0.005448221],"category_scores_gemma":[0.003198212,0.001940664,0.0008806233,0.01358846,0.008862269,0.005161489,0.1240822,0.01416088,0.0002671181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088251,"about_ca_system_score_gemma":0.003437956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5088785,"about_ca_topic_score_gemma":0.6848458,"domain_scores_codex":[0.9520147,0.0337755,0.003369338,0.003336214,0.004714493,0.002789763],"domain_scores_gemma":[0.9579761,0.006764882,0.003408314,0.02982129,0.0009079211,0.00112152],"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":[0.001040244,0.00279195,0.003272456,0.0002583266,0.0005043666,0.00002606396,0.01545172,0.001129632,0.000884001,0.00003022382,0.9711218,0.003489228],"study_design_scores_gemma":[0.00565227,0.0003815802,0.03286218,0.001685821,0.001052334,0.00003483529,0.01329822,0.000386754,0.0007922057,0.002037642,0.9394808,0.00233532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.4616687,0.001905988,0.000002930056,0.002902094,0.004691058,0.006291751,0.5218132,0.0001037298,0.0006205185],"genre_scores_gemma":[0.2008636,0.0004407103,0.0004869206,0.001304727,0.0006011206,0.001103695,0.7811052,0.0006589268,0.01343511],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2608052,"threshold_uncertainty_score":0.9984828,"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."}}