{"id":"W2883095077","doi":"10.1029/2018ea000433","title":"Thank You to Our 2017 Peer Reviewers","year":2018,"lang":"en","type":"article","venue":"Earth and Space Science","topic":"Economic and Technological Developments in Russia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Publishing; Art history; Library science; Sociology; Art; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001686448,0.00006151037,0.00009045748,0.00007130307,0.000954909,0.0001402652,0.0003972042,0.00003663798,0.0001222175],"category_scores_gemma":[0.001055063,0.00004819625,0.00001459539,0.0004469826,0.0009480037,0.0002285765,0.0001226402,0.00006826519,0.0006784155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002015072,"about_ca_system_score_gemma":0.0001760927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001557748,"about_ca_topic_score_gemma":0.000373506,"domain_scores_codex":[0.9989321,0.00001850983,0.00008127373,0.000292339,0.0003141904,0.0003616466],"domain_scores_gemma":[0.9994374,0.00001146241,0.00003368735,0.0001581809,0.0001132132,0.0002460407],"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":[0.00001688178,0.00003671339,0.07049122,0.000009278933,0.000007793487,0.000009959474,0.01575616,7.668909e-7,0.0006734548,0.5872018,0.09516978,0.2306262],"study_design_scores_gemma":[0.000049165,0.00004401471,0.05230612,0.00001726128,0.000001302709,9.78791e-7,0.002355475,0.000005492636,0.0004304173,0.002137519,0.9425329,0.0001193769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5005785,0.0001630394,0.0002460472,0.04932785,0.001100636,0.0002438426,0.000002066976,0.0001062426,0.4482318],"genre_scores_gemma":[0.9487318,0.0001970608,0.006543059,0.0008249247,0.0001425226,0.000003345008,1.008219e-7,0.000001797264,0.04355533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8473631,"threshold_uncertainty_score":0.8719885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0386174927607322,"score_gpt":0.3332220559832714,"score_spread":0.2946045632225392,"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."}}