{"id":"W6887942810","doi":"10.17895/ices.pub.19283894","title":"Report of the Benchmark Workshop on Baltic Cod Stocks (WKBALTCOD)","year":2015,"lang":"en","type":"report","venue":"International Council for the Exploration of the Sea (ICES)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stock (firearms); Benchmark (surveying); Baltic sea; Stock assessment; Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01705034,0.0007430525,0.0008835872,0.0002223098,0.00045398,0.0001630308,0.004438842,0.0005025055,0.0002054436],"category_scores_gemma":[0.02890076,0.0004058688,0.001255322,0.0007605854,0.0006039591,0.0007285866,0.0007308249,0.001034087,0.0001625396],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008718929,"about_ca_system_score_gemma":0.01423209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007049376,"about_ca_topic_score_gemma":0.002667469,"domain_scores_codex":[0.9777762,0.0004383904,0.002393827,0.0008405218,0.0181001,0.0004509791],"domain_scores_gemma":[0.9580823,0.001759604,0.006937258,0.003005848,0.03010054,0.000114435],"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":[0.001095124,0.0004300477,0.0003874899,0.0002070586,0.001817928,0.000008393934,0.001300248,0.02603747,0.0003214872,0.002310723,0.9651654,0.000918597],"study_design_scores_gemma":[0.001190882,0.0001302509,0.0006388793,0.001517865,0.0007717511,0.000148213,0.0006953741,0.003837856,0.001176371,0.009686437,0.979672,0.0005341516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01699578,0.006265176,0.00504691,0.05012234,0.1339979,0.02377032,0.0255822,0.0005880056,0.7376314],"genre_scores_gemma":[0.9012983,0.0006465928,0.0002364841,0.0004352755,0.004723406,0.001586072,0.001810662,0.000510985,0.08875223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8843025,"threshold_uncertainty_score":0.9998393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3541082896394478,"score_gpt":0.3650054207008243,"score_spread":0.01089713106137641,"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."}}