{"id":"W4408964570","doi":"10.1007/s00300-025-03377-7","title":"Larval and juvenile fish assemblages in the Hudson Bay system","year":2025,"lang":"en","type":"article","venue":"Polar Biology","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Biology; Juvenile; Bay; Larva; Ichthyoplankton; Fishery; Fish <Actinopterygii>; Juvenile fish; Ecology; Fish larvae; Zoology; Oceanography","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":[],"consensus_categories":[],"category_scores_codex":[0.0003782352,0.00004831478,0.00008087309,0.00002326024,0.00006274672,0.00001888581,0.0001860649,0.00006134612,0.0003681843],"category_scores_gemma":[0.00004599744,0.00003152793,0.00001356718,0.000140669,0.0001143113,0.00003139843,0.0002219718,0.0001160827,0.00002975855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002916948,"about_ca_system_score_gemma":0.000005744662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001808864,"about_ca_topic_score_gemma":0.001744309,"domain_scores_codex":[0.9993857,0.000170329,0.00008272468,0.000143767,0.00004845207,0.0001690739],"domain_scores_gemma":[0.9997489,0.00008439978,0.00001211376,0.0001358795,0.000001812024,0.00001684008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000060708,0.00001261817,0.9855132,0.00001083568,0.000002761486,0.000005164542,0.00008789008,2.028828e-7,0.0009492279,0.001976979,0.002211451,0.009223604],"study_design_scores_gemma":[0.0001611254,0.0000507126,0.659648,0.000003456956,0.000002781195,0.000007662894,0.0004001547,0.0001787642,0.0001168102,0.0002666684,0.3391082,0.00005563834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7099754,0.00004120238,0.00004127852,0.00237607,0.00007233216,0.0001300435,0.000006827764,0.00001310123,0.2873438],"genre_scores_gemma":[0.9981956,0.00003036607,0.00003820916,0.0005317476,0.00001543543,0.00001446873,0.000006807719,0.000001957246,0.001165352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3368968,"threshold_uncertainty_score":0.403136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009386097360939791,"score_gpt":0.2626047908437332,"score_spread":0.2532186934827934,"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."}}