{"id":"W7099085094","doi":"","title":"To: Atlantic Menhaden Management Board From: Biological Ecological Reference Points Workgroup RE: Ecological Reference Points using Pikitch et al. (2012)","year":2015,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workgroup; Menhaden; Fisheries management; Nova scotia; Variable (mathematics)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00165788,0.0004314702,0.0005252673,0.0001745685,0.0002206792,0.0004733261,0.002073516,0.0003461557,0.001960556],"category_scores_gemma":[0.0002023643,0.0003073702,0.0001020032,0.0006303217,0.0001104222,0.001093011,0.002344206,0.0005896587,0.003391215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002968491,"about_ca_system_score_gemma":0.0001008755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00024001,"about_ca_topic_score_gemma":0.0002381187,"domain_scores_codex":[0.9959614,0.0005101872,0.0008063316,0.001032789,0.0007957582,0.0008935433],"domain_scores_gemma":[0.9976526,0.000245635,0.0002232262,0.0009813578,0.0002352687,0.0006619365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002677396,0.001401539,0.01260483,0.00002177369,0.0001439873,0.0003781516,0.001802437,0.0001241811,0.0001834947,0.6396661,0.3345358,0.008869881],"study_design_scores_gemma":[0.004433447,0.002160417,0.3701674,0.0002026832,0.00006525775,0.0001064422,0.001571913,0.03524519,0.0003323015,0.05498908,0.5276812,0.00304462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6769074,0.00004785031,0.1550212,0.02116971,0.001011979,0.001076978,0.00001485577,0.0009727327,0.1437773],"genre_scores_gemma":[0.8003976,0.00007869252,0.1601291,0.03868746,0.00004096644,0.00005164024,0.0000527437,0.00001004891,0.0005517218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5846771,"threshold_uncertainty_score":0.9999378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1092663078437072,"score_gpt":0.3136283959607978,"score_spread":0.2043620881170906,"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."}}