{"id":"W4239993895","doi":"10.1002/lob.200918493a","title":"OUTSTANDING <i>L&amp;O</i> REVIEWERS","year":2009,"lang":"en","type":"article","venue":"Limnology and Oceanography Bulletin","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canmore Museum and Geoscience Centre","funders":"","keywords":"Limnology; Citation; Library science; 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":[],"consensus_categories":[],"category_scores_codex":[0.01142378,0.001493627,0.002050006,0.005858814,0.003147712,0.008554282,0.002648346,0.004003429,0.2029377],"category_scores_gemma":[0.06033872,0.0006696446,0.00119311,0.002422686,0.0009512229,0.003381396,0.003414927,0.002676381,0.1089661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002667025,"about_ca_system_score_gemma":0.006133591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004205843,"about_ca_topic_score_gemma":0.01420463,"domain_scores_codex":[0.9912069,0.001123097,0.0006104541,0.0009429661,0.005521134,0.0005955095],"domain_scores_gemma":[0.8051054,0.005462572,0.004567078,0.003502902,0.1633096,0.01805248],"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":[0.00001333175,0.00000339814,0.0000672485,0.00007946853,0.000003142223,0.00002515888,0.00001106108,0.000008607084,0.00007095031,0.0001199867,0.9896304,0.009967241],"study_design_scores_gemma":[0.00002710042,0.00001095904,0.0005579619,0.0001621912,0.00001330072,0.00006743694,0.0001418118,0.00008054099,0.000132615,0.0004954265,0.9982937,0.00001683363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0004729446,0.006321667,0.001387247,0.08899082,0.8542643,0.0005217734,0.001434443,0.0007041841,0.04590264],"genre_scores_gemma":[0.006537372,0.006681678,0.002652629,0.05387372,0.4517429,0.0007930403,0.002039697,0.001396658,0.4742823],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2029377,"threshold_uncertainty_score":0.6788943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719825936415738,"score_gpt":0.3069742594728355,"score_spread":0.2797760001086781,"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."}}