{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003583994,0.0005891223,0.0004205945,0.001219373,0.003668021,0.003623553,0.001598249,0.004223698,0.2944834],"category_scores_gemma":[0.008141903,0.0004149268,0.0002851009,0.0007395102,0.0007547009,0.002779323,0.00376787,0.003316865,0.1044443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002031718,"about_ca_system_score_gemma":0.007890316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03542428,"about_ca_topic_score_gemma":0.05961025,"domain_scores_codex":[0.998384,0.0001783441,0.0001716737,0.0002366811,0.0007188987,0.0003104766],"domain_scores_gemma":[0.9931377,0.0005715537,0.0004229717,0.00051472,0.003855498,0.001497488],"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":[0.00004947714,0.00004701611,0.00148052,0.00006957959,0.000002195461,0.0001307354,0.0002975695,0.00004604934,0.0005498176,0.001213848,0.9556354,0.0404778],"study_design_scores_gemma":[0.0000110578,0.00001814619,0.003498493,0.00008572359,0.000002137109,0.00001713803,0.0005826189,0.00008149489,0.0001186174,0.0002880878,0.9952869,0.000009483602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01201142,0.001780081,0.007155794,0.1402636,0.02319812,0.006704508,0.01070298,0.002894122,0.7952893],"genre_scores_gemma":[0.01969282,0.0007021973,0.005193036,0.02239412,0.002211375,0.001903391,0.005032951,0.0006561098,0.942214],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2944834,"threshold_uncertainty_score":0.9851452,"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."}}