{"id":"W4244040549","doi":"10.36510/learnland.v5i1.861","title":"Review Board","year":2011,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":[0.0004036381,0.000130698,0.0002158335,0.00005912408,0.00009149864,0.00001444621,0.0001812782,0.00004175182,0.003931292],"category_scores_gemma":[0.000285616,0.000106866,0.00008185259,0.00022628,0.00001846571,0.0001065363,0.00005039111,0.000277101,0.02290428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001275299,"about_ca_system_score_gemma":0.00001410922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004938471,"about_ca_topic_score_gemma":0.00001980357,"domain_scores_codex":[0.999034,0.0001516603,0.0001708336,0.0002190001,0.0001508602,0.0002736426],"domain_scores_gemma":[0.9995089,0.00003665387,0.0001061841,0.000218186,0.00004776816,0.00008229897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001336289,0.000231447,0.5460297,0.002233103,0.0002141973,0.0001130747,0.004380551,0.00005695349,0.002612005,0.002053282,0.4002362,0.04170576],"study_design_scores_gemma":[0.000265568,0.00008960006,0.02281753,0.001287515,0.00007218159,0.00002230079,0.00005837861,0.0001056211,0.0003049867,0.0000970621,0.9746212,0.0002580154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.183617,0.1310166,0.0001268794,0.0003379386,0.0003154107,0.0005153054,0.000006296104,0.0026413,0.6814232],"genre_scores_gemma":[0.9872038,0.005588521,0.001623585,0.000952416,0.0001504214,0.00003607671,0.00002485863,0.0001246956,0.004295678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8035867,"threshold_uncertainty_score":0.9969792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03101742391383516,"score_gpt":0.2603575167897454,"score_spread":0.2293400928759103,"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."}}