{"id":"W4410408796","doi":"10.31274/archivalissues.10984","title":"Publication Reviews","year":2012,"lang":"en","type":"article","venue":"Archival issues","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003837949,0.000942695,0.001282914,0.004321408,0.00191004,0.01133789,0.003127024,0.004223125,0.5431439],"category_scores_gemma":[0.02220878,0.0005242529,0.0008062118,0.005113014,0.001211651,0.005970932,0.002937991,0.003630058,0.5624202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003255626,"about_ca_system_score_gemma":0.007913792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002156399,"about_ca_topic_score_gemma":0.00380397,"domain_scores_codex":[0.9934454,0.0007357443,0.0005552482,0.0007852697,0.004030306,0.0004481442],"domain_scores_gemma":[0.9789505,0.001777491,0.001076679,0.002173204,0.01342462,0.002597575],"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":[0.00001174666,0.0000126464,0.00004448383,0.0004846233,0.000004989092,0.0000324454,0.00003188583,0.00001912715,0.0001600636,0.003000305,0.9397116,0.05648605],"study_design_scores_gemma":[0.000001782588,0.00000342001,0.00004759941,0.000157928,0.000001562598,0.00002198789,0.00001782992,0.000004160273,0.00002330767,0.0003437334,0.9993746,0.000001979441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004381865,0.06652425,0.002055713,0.05813812,0.187584,0.0003608319,0.004642809,0.001338019,0.6789181],"genre_scores_gemma":[0.002717035,0.03898691,0.001081461,0.01842693,0.0279345,0.0001760315,0.003517013,0.0006996661,0.9064605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4568561,"threshold_uncertainty_score":0.6516498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0811087703749244,"score_gpt":0.2692408528091128,"score_spread":0.1881320824341884,"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."}}