{"id":"W6907411750","doi":"10.21966/ymv6-8024","title":"Bongo Zooplankton Data from the R/V TINRO, NOAA Bell M. Shimada, F/V Northwest Explorer and R/V CCGS Sir John Franklin during the 2022 International Year of the Salmon Pan-Pacific Winter High Seas Expedition","year":2022,"lang":"en","type":"dataset","venue":"Hakai Institute","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of British Columbia","funders":"","keywords":"Zooplankton; Abundance (ecology); International waters; Pacific ocean","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006181158,0.001186526,0.0006793283,0.002681223,0.0006327388,0.000883777,0.00122988,0.000786352,0.02413928],"category_scores_gemma":[0.001810028,0.0004363924,0.0004867585,0.004195642,0.0001661969,0.0005160694,0.001136285,0.0007435736,0.02242656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031501,"about_ca_system_score_gemma":0.001831357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05217031,"about_ca_topic_score_gemma":0.1045758,"domain_scores_codex":[0.9995521,0.00003785847,0.000050963,0.0001248188,0.00014629,0.00008788519],"domain_scores_gemma":[0.9989514,0.0001158652,0.0002136535,0.0001535097,0.000426528,0.0001389851],"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":[0.0001863486,0.00007014468,0.01723445,0.0008972476,0.00007861872,0.00007905712,0.0000695391,0.0003958313,0.0004862398,0.0004506651,0.9722034,0.007848355],"study_design_scores_gemma":[0.0002133739,0.00004086341,0.0897503,0.0003192466,0.00005617932,0.00008221356,0.0002639358,0.0007195065,0.0008664333,0.0003359082,0.9073125,0.00003948707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008441021,0.00002514853,0.00003290181,0.00001828785,0.00001015558,0.00001258092,0.9984693,0.00004523223,0.0005422735],"genre_scores_gemma":[0.001126133,0.00001732802,0.0001946297,0.00001296327,0.000003214117,0.00006866274,0.9979468,0.00001142053,0.000618818],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9478297,"threshold_uncertainty_score":0.1037333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02553208545460448,"score_gpt":0.2474978430161338,"score_spread":0.2219657575615293,"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."}}