{"id":"W4232369649","doi":"10.1002/lob.201322390","title":"OUTSTANDING L&O REVIEWER","year":2013,"lang":"en","type":"article","venue":"Limnology and Oceanography Bulletin","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canmore Museum and Geoscience Centre","funders":"","keywords":"Limnology; Library science; Citation; History; Oceanography; Computer science; Geology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008417415,0.001014114,0.001565647,0.003690307,0.00330088,0.005326387,0.002391906,0.006432593,0.06588791],"category_scores_gemma":[0.08411385,0.0005453304,0.001027481,0.001451156,0.001670187,0.003143088,0.002722617,0.006312151,0.04509583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002415068,"about_ca_system_score_gemma":0.005486318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004473085,"about_ca_topic_score_gemma":0.0121095,"domain_scores_codex":[0.9948037,0.001044326,0.0004969568,0.0006321598,0.002616522,0.0004061307],"domain_scores_gemma":[0.8417884,0.009038204,0.004316751,0.003311091,0.1319318,0.00961389],"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":[0.000007948336,0.000002045247,0.0000474217,0.00004063329,0.000001808691,0.00005425474,0.000007783585,0.00000434948,0.0000294636,0.0001298051,0.9968208,0.002853615],"study_design_scores_gemma":[0.00003125115,0.00001327605,0.0007304825,0.0001758926,0.00001619357,0.0003147601,0.00009943157,0.000114476,0.0001142787,0.00083912,0.9975262,0.00002460316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002197002,0.001424097,0.001060305,0.1838956,0.7990322,0.0001656367,0.00040673,0.000334876,0.01346081],"genre_scores_gemma":[0.005638633,0.002368634,0.002115049,0.1809089,0.5946683,0.0004892085,0.0006483984,0.00066513,0.2124978],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9341121,"threshold_uncertainty_score":0.220417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007459523120199762,"score_gpt":0.1897058302746153,"score_spread":0.1822463071544155,"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."}}