{"id":"W7133276437","doi":"","title":"Assessment of 2J3KL capelin in 2020","year":2022,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capelin; Ecosystem; Zooplankton; Biomass (ecology); Herring; Abundance (ecology); Marine ecosystem","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":[0.0008854964,0.0005852997,0.0001312571,0.002119567,0.0004667653,0.001135543,0.000708038,0.0003985448,0.00659678],"category_scores_gemma":[0.002152273,0.000187733,0.0003870756,0.00108856,0.0001420502,0.0006789034,0.000999357,0.0004196681,0.001367643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002923235,"about_ca_system_score_gemma":0.001792242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1659352,"about_ca_topic_score_gemma":0.2965012,"domain_scores_codex":[0.9996011,0.00003565608,0.00003906434,0.00004814505,0.0001944254,0.00008155455],"domain_scores_gemma":[0.9987256,0.00002686859,0.0003252481,0.0000195803,0.0006436549,0.0002590948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002686627,0.00009006138,0.8318141,0.0004761099,0.0001502787,0.001057085,0.0008558478,0.00439902,0.002107757,0.002167452,0.05547098,0.1011426],"study_design_scores_gemma":[0.00002100007,0.0001686403,0.9053046,0.0003829267,0.00006281161,0.0005047414,0.001865421,0.009225202,0.0007517196,0.0003886667,0.0812915,0.00003279774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.841573,0.002697708,0.003652108,0.005877874,0.0004695436,0.0006334488,0.06037262,0.0004387491,0.08428495],"genre_scores_gemma":[0.939604,0.001506782,0.003800408,0.0007720347,0.0000566003,0.000325126,0.02451845,0.0000459991,0.02937067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1659352,"threshold_uncertainty_score":0.3299387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007831336609566811,"score_gpt":0.2533549221946885,"score_spread":0.2455235855851217,"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."}}