{"id":"W6944219747","doi":"10.17895/ices.pub.8472","title":"Interim Report of the Working Group on Small Pelagic Fishes, their Ecosystems and Climate Impact (WGSPEC)","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interim; Pelagic zone; Work (physics); Bay; Cruise; Climate change; Ecosystem; Working group","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01980388,0.002488444,0.001175562,0.002907494,0.001735243,0.006005505,0.003788231,0.00479702,0.07241164],"category_scores_gemma":[0.01268166,0.000909607,0.00185862,0.002658191,0.0009245574,0.003774165,0.006701511,0.00406057,0.04074071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002103051,"about_ca_system_score_gemma":0.01762896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01380702,"about_ca_topic_score_gemma":0.01190415,"domain_scores_codex":[0.9948841,0.0009359007,0.0004172546,0.000646629,0.001955991,0.00116015],"domain_scores_gemma":[0.9725931,0.002247154,0.001780387,0.001837199,0.01330991,0.008232222],"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":[0.0002665808,0.0001529769,0.003163751,0.0008745542,0.00006930362,0.0001033698,0.0002467958,0.000373028,0.0007505605,0.001578964,0.9355423,0.05687768],"study_design_scores_gemma":[0.00004362317,0.0001229703,0.009005358,0.0009295394,0.00007255973,0.00005402985,0.0004327243,0.0000969746,0.0005286846,0.001151114,0.9875354,0.00002688712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01676817,0.04431835,0.02627591,0.1282465,0.2527259,0.008066564,0.2154429,0.002374266,0.3057813],"genre_scores_gemma":[0.03723215,0.03989312,0.03328079,0.02746399,0.03936991,0.0108043,0.2955739,0.002978738,0.5134033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07241164,"threshold_uncertainty_score":0.2422411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07837022988028058,"score_gpt":0.2867887961395737,"score_spread":0.2084185662592931,"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."}}