{"id":"W7045511103","doi":"","title":"Are we heading towards a global decrease in coregonine catches?","year":2025,"lang":"en","type":"article","venue":"Epsilon Open Archive (Sveriges lantbruksuniversitet biblioteket (Swedish University of Agricultural Sciences))","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada; Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement; U.S. Fish and Wildlife Service; Analyses et Expérimentations pour les Ecosystèmes; Bundesamt für Umwelt; Eesti Teadusagentuur; Havs- och Vattenmyndigheten","keywords":"Climate change; Heading (navigation); Global warming; Effects of global warming; Global change; Environmental change; Trend analysis; Global climate","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":[],"consensus_categories":[],"category_scores_codex":[0.001743924,0.000314809,0.0006356097,0.0005573996,0.0005842744,0.001512804,0.0004373165,0.001007616,0.008015277],"category_scores_gemma":[0.004520753,0.0001696571,0.0004279697,0.001241942,0.001070466,0.002241616,0.0008321575,0.001110737,0.001021252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004458393,"about_ca_system_score_gemma":0.00106998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01606502,"about_ca_topic_score_gemma":0.02048126,"domain_scores_codex":[0.9995413,0.00008378186,0.00002730566,0.0001548183,0.00007517051,0.0001177283],"domain_scores_gemma":[0.9975249,0.0004097259,0.001040815,0.0001908165,0.0003917706,0.0004418198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002929843,0.00003451591,0.8916892,0.0004420645,0.0006432194,0.0002637051,0.0007591046,0.0002208029,0.002178623,0.0008539833,0.01455262,0.08806925],"study_design_scores_gemma":[0.00001501475,0.00009323287,0.9810836,0.0001666786,0.0001310975,0.0001300577,0.002057562,0.0001404437,0.0001859835,0.0008148494,0.01516411,0.00001741885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8751301,0.01663314,0.001545495,0.09429634,0.0009296288,0.00003062403,0.003103758,0.0001959911,0.008134859],"genre_scores_gemma":[0.969961,0.007137591,0.001159371,0.01806918,0.0004344156,0.00002703263,0.001797926,0.00006309152,0.00135035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01606502,"threshold_uncertainty_score":0.03194296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02063919388280449,"score_gpt":0.2569504965626921,"score_spread":0.2363113026798876,"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."}}