{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001011331,0.00006996654,0.00008154571,0.00004848979,0.0001133684,0.0001330968,0.0001033466,0.000001849314,0.0007105066],"category_scores_gemma":[0.00001662789,0.00005223519,0.000054831,0.00001449839,0.00009488586,0.0006226433,0.00004339566,0.00003760201,0.003447903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000402737,"about_ca_system_score_gemma":0.000001583336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002083561,"about_ca_topic_score_gemma":0.000005663047,"domain_scores_codex":[0.9994919,0.00002426961,0.0001375926,0.00007917783,0.00009512539,0.0001718976],"domain_scores_gemma":[0.9997524,0.0000225131,0.00003493813,0.0001114586,0.00001273352,0.00006597601],"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":[0.000001756834,0.00007968578,0.00006178091,0.00001388685,0.000008072855,1.261838e-7,0.004857463,3.751808e-8,0.000002710668,0.8378013,0.07894315,0.07822999],"study_design_scores_gemma":[0.00002896983,0.00001715106,0.009687958,0.00001089623,0.000005966039,5.079668e-7,0.0000617135,0.000003473092,0.00001330619,0.06037828,0.9297208,0.00007099317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004206388,0.0003921569,0.00002982634,0.002157637,0.0002620844,0.0001319356,0.00001690867,0.00006883831,0.9927343],"genre_scores_gemma":[0.910684,0.0001212142,0.0003392416,0.0008392492,0.001478565,0.00004158262,0.0001578678,0.000008418884,0.0863298],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9064777,"threshold_uncertainty_score":0.997328,"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."}}