{"id":"W2120181171","doi":"10.14430/arctic4347","title":"2013 Manuscript Reviewers","year":2013,"lang":"en","type":"article","venue":"ARCTIC","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002284666,0.00008628752,0.0002227616,0.00007972425,0.00008532045,0.00007977118,0.0001651413,0.00002676259,0.04682557],"category_scores_gemma":[0.00006461599,0.00009150698,0.00008526365,0.00009226659,0.00006806481,0.0002983197,0.00006762901,0.00005446918,0.325101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005143544,"about_ca_system_score_gemma":0.000003106815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001938576,"about_ca_topic_score_gemma":0.00001355744,"domain_scores_codex":[0.9991615,0.000004167206,0.0002961372,0.0002872098,0.00001575513,0.0002351705],"domain_scores_gemma":[0.9995063,0.00001653138,0.0001150172,0.0002745092,0.00002323893,0.00006443808],"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":[6.887631e-7,0.00002374736,0.01594289,0.00002756121,0.00004438456,7.545663e-7,0.0002429508,0.000007586449,0.000002823915,0.05908808,0.9236587,0.0009598566],"study_design_scores_gemma":[0.0001627904,0.00001193942,0.01643839,0.00001188078,0.000003801947,0.000001535591,0.0001666174,0.0002449147,0.000003252469,0.02002688,0.9627672,0.0001608444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04140563,0.007424642,0.00004210963,0.003253944,0.004459521,0.0003601435,0.00005020096,0.00006167351,0.9429421],"genre_scores_gemma":[0.5627168,0.00149204,0.0005994783,0.001404381,0.0001026226,0.000056775,0.000005092168,0.00001444971,0.4336084],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5213112,"threshold_uncertainty_score":0.9540458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04685211772373909,"score_gpt":0.1935317698626842,"score_spread":0.1466796521389451,"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."}}