{"id":"W7117370808","doi":"10.1002/lno.70311","title":"Issue Information","year":2025,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Eidgenössische Anstalt für Wasserversorgung Abwasserreinigung und Gewässerschutz; Institute of Hydrobiology; Stony Brook University; Instituto Milenio de Oceanografía; Xiamen University; Université de Lausanne; Universität Bremen; Umeå Universitet; University of Toronto; Southern Cross University; Carl von Ossietzky Universität Oldenburg; Chinese Academy of Sciences; Universiteit van Amsterdam; Monash University; Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences; University of Technology Sydney; University of Wisconsin-Madison","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00136356,0.001447252,0.001650144,0.005285479,0.001410981,0.006411374,0.002014688,0.002486246,0.9103804],"category_scores_gemma":[0.006843868,0.0005864836,0.001056729,0.003796561,0.0004292807,0.002934367,0.002323248,0.001826167,0.8636255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009443806,"about_ca_system_score_gemma":0.002875794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001727735,"about_ca_topic_score_gemma":0.00362506,"domain_scores_codex":[0.9990461,0.0001147392,0.00007393163,0.0001313895,0.0005197533,0.0001140158],"domain_scores_gemma":[0.9955598,0.0005390564,0.00019583,0.0003536058,0.002171264,0.001180407],"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":[0.0000246195,0.00002926461,0.00004397833,0.0002117521,0.000002247004,0.0000144616,0.000005177642,0.00002782039,0.0001043939,0.0006083194,0.9558434,0.04308457],"study_design_scores_gemma":[0.00002119114,0.00001759344,0.000225363,0.000127225,0.000002833386,0.0000214899,0.00001891252,0.00004313282,0.00007716392,0.0009428944,0.9984965,0.000005715186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003802959,0.002884751,0.00156982,0.006788837,0.03185092,0.0009175914,0.0288128,0.002930509,0.9238645],"genre_scores_gemma":[0.0008497271,0.001534781,0.0007424564,0.00247174,0.003454027,0.000233171,0.01092615,0.000618767,0.9791691],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08961964,"threshold_uncertainty_score":0.1278315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004532229057778944,"score_gpt":0.2188646783395286,"score_spread":0.2143324492817496,"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."}}