{"id":"W4402095104","doi":"10.1029/2023ef004398","title":"The Past and Future of the Fisheries and Marine Ecosystem Model Intercomparison Project","year":2024,"lang":"en","type":"article","venue":"Earth s Future","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Memorial University of Newfoundland","funders":"Australian Research Council; National Science Foundation","keywords":"Climate change; Environmental resource management; Marine ecosystem; Ecosystem; Fisheries science; Fisheries management; Biodiversity; Ecosystem services; Environmental science; Coupled model intercomparison project; Climate model; Fishery; Ecology","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":[0.02933517,0.001124932,0.000584015,0.001690988,0.001200954,0.005660126,0.002124638,0.002253857,0.005427985],"category_scores_gemma":[0.02613548,0.0002486444,0.0009593121,0.002896735,0.001272721,0.006411177,0.005292229,0.003726018,0.001486911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002911427,"about_ca_system_score_gemma":0.01156248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01665094,"about_ca_topic_score_gemma":0.007952626,"domain_scores_codex":[0.9949009,0.002333634,0.0002869576,0.0004625348,0.00162584,0.0003900061],"domain_scores_gemma":[0.9848364,0.003048439,0.000816808,0.001563398,0.007534414,0.002200615],"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":[0.0006333204,0.0003065823,0.02565719,0.0006491947,0.0005812389,0.0001876176,0.0006945269,0.03934693,0.001041843,0.1049489,0.4473323,0.3786204],"study_design_scores_gemma":[0.0002435489,0.0002247084,0.02330472,0.001316561,0.0001988963,0.00009622916,0.0009162368,0.04130209,0.002060273,0.07448962,0.8556712,0.0001759558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1110618,0.05781045,0.06376032,0.4883004,0.03185328,0.0005354786,0.07692994,0.004529457,0.1652188],"genre_scores_gemma":[0.6018158,0.03950076,0.154061,0.01870867,0.006375747,0.002374545,0.140406,0.00321866,0.03353881],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02933517,"threshold_uncertainty_score":0.1551411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009294264295694923,"score_gpt":0.2232514971837305,"score_spread":0.2139572328880355,"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."}}