{"id":"W2298913131","doi":"","title":"A Brave New World of Gov Docs","year":2011,"lang":"en","type":"article","venue":"BCLA Browser: Linking the Library Landscape","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":[],"consensus_categories":[],"category_scores_codex":[0.0001731901,0.0002556082,0.0003024195,0.000207768,0.0001453143,0.0002957446,0.003481048,0.00009535423,0.0007458569],"category_scores_gemma":[0.000006493103,0.0001719317,0.000168273,0.001141345,0.00005375806,0.003370383,0.001013618,0.0002882822,0.0001203427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002619229,"about_ca_system_score_gemma":0.0002025155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000700176,"about_ca_topic_score_gemma":0.00002714378,"domain_scores_codex":[0.998248,0.0001459803,0.0004244718,0.0004409344,0.0003191572,0.0004214044],"domain_scores_gemma":[0.9981074,0.0002072038,0.0002558079,0.001237496,0.00001823952,0.0001737951],"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":[0.0002000443,0.0002496138,0.1602974,0.0001951024,0.0002075176,0.00008170903,0.01455919,0.00004809439,0.0003280623,0.7054431,0.06861824,0.0497719],"study_design_scores_gemma":[0.002124496,0.0005381234,0.1563725,0.0006309091,0.00007829659,0.0000942791,0.0002303252,0.01472894,0.02568312,0.270566,0.527622,0.001331106],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1568739,0.005020032,0.008968277,0.01394243,0.002313598,0.0008452754,0.00002137532,0.002310234,0.8097049],"genre_scores_gemma":[0.9191525,0.00009983487,0.05729928,0.005090754,0.001242985,0.00001027443,0.0000254104,0.00006474929,0.01701419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7926907,"threshold_uncertainty_score":0.816661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226126517082589,"score_gpt":0.1847108239824888,"score_spread":0.1624495588116629,"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."}}