{"id":"W4408965953","doi":"10.1029/2024ef004868","title":"A Skill Assessment Framework for the Fisheries and Marine Ecosystem Model Intercomparison Project","year":2025,"lang":"en","type":"article","venue":"Earth s Future","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Memorial University of Newfoundland; University of British Columbia; Fisheries and Oceans Canada","funders":"Spanish National Plan for Scientific and Technical Research and Innovation","keywords":"Environmental science; Coupled model intercomparison project; Ecosystem model; Ecosystem; Coastal ecosystem; Environmental resource management; Marine ecosystem; Ecosystem approach; Fishery; Oceanography; Climate change; Climate model; Ecology; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0315891,0.001397644,0.0009128998,0.004074969,0.00105631,0.002590527,0.0023923,0.001483826,0.0020442],"category_scores_gemma":[0.05325978,0.0005718182,0.001358321,0.00177236,0.00110421,0.002717804,0.004459389,0.00226281,0.0003321945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002279151,"about_ca_system_score_gemma":0.003984571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01559276,"about_ca_topic_score_gemma":0.01053534,"domain_scores_codex":[0.9916646,0.005558411,0.0005347164,0.0005509554,0.001441899,0.0002494078],"domain_scores_gemma":[0.9817872,0.0098238,0.001686429,0.001387725,0.004764778,0.0005501295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005049099,0.0001483871,0.009087187,0.00009854574,0.0002025293,0.000144577,0.0002834453,0.7363048,0.0006121859,0.1670687,0.004940422,0.08105869],"study_design_scores_gemma":[0.00000886729,0.00002781928,0.0005513765,0.00004334035,0.00001536047,0.00001334004,0.00004151783,0.9443591,0.0001881589,0.05287023,0.001867148,0.00001368125],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01203721,0.0001501573,0.9817523,0.0007982308,0.00004291821,0.0002450267,0.0004011728,0.0005422632,0.004030642],"genre_scores_gemma":[0.3128626,0.0002169259,0.6833641,0.0002383483,0.0001092794,0.001014371,0.001096676,0.0001820515,0.0009156878],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0315891,"threshold_uncertainty_score":0.1670612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424793868883097,"score_gpt":0.2962590044626374,"score_spread":0.2820110657738065,"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."}}