{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001064658,0.0009098754,0.0007299886,0.0002612157,0.001219247,0.0003995538,0.006251155,0.0003636121,0.01103161],"category_scores_gemma":[0.0003561873,0.000566443,0.0002733631,0.0006221249,0.00134493,0.001232158,0.006178298,0.002268185,0.0006768532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004076168,"about_ca_system_score_gemma":0.000359649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01047477,"about_ca_topic_score_gemma":0.02440939,"domain_scores_codex":[0.9937745,0.0006111567,0.001104323,0.001604603,0.00227281,0.0006326567],"domain_scores_gemma":[0.9927492,0.0004332481,0.001215609,0.005285644,0.0001783545,0.0001379169],"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":[0.0004242525,0.0002432384,0.002236469,0.00007532594,0.0005944171,0.00008646326,0.0006947739,0.0001156606,0.0004776069,0.0000508447,0.9949209,0.00008004432],"study_design_scores_gemma":[0.00138532,0.00004007083,0.03371388,0.0002781798,0.0004702827,0.0000704346,0.0009434533,0.00007411835,0.000195422,0.00007741422,0.9621239,0.0006275277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0726585,0.0006447207,0.00000911367,0.001195416,0.0068267,0.001171134,0.9171915,0.00009515131,0.0002077487],"genre_scores_gemma":[0.0367095,0.0009909172,0.00005579405,0.0003401689,0.002546902,0.0003171547,0.9585447,0.0001748841,0.0003200303],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04135314,"threshold_uncertainty_score":0.9996787,"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."}}