{"id":"W7050047971","doi":"","title":"Page 169","year":2011,"lang":"en","type":"article","venue":"Pittsburg State University Digital Commons (Pittsburg State University)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ledger; Period (music); Register (sociolinguistics); Quarter (Canadian coin)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000106956,0.0006664663,0.0005905024,0.001053202,0.0004280219,0.0001518671,0.001156003,0.0001809981,0.0001866611],"category_scores_gemma":[0.00001433627,0.0008503014,0.0003496459,0.001278584,0.000355731,0.002226472,0.00053334,0.0005765187,0.0002430615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005103954,"about_ca_system_score_gemma":0.0000924854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004335549,"about_ca_topic_score_gemma":0.0002278993,"domain_scores_codex":[0.9975178,0.00007167907,0.0003216871,0.0006732112,0.0002959763,0.001119694],"domain_scores_gemma":[0.9981895,0.0001319761,0.0001324483,0.0007428708,0.0001846272,0.0006185499],"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":[0.01335271,0.009885337,0.07414256,0.003544125,0.01460521,0.09881371,0.1703006,0.04757058,0.09009533,0.06073684,0.2312846,0.1856684],"study_design_scores_gemma":[0.005238995,0.0006720148,0.005101468,0.0002469325,0.0003674501,0.0001451377,0.01641214,0.0031743,0.009916265,0.009316877,0.9452245,0.004183976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8191312,0.0001437298,0.03302306,0.00003437797,0.0004677509,0.0006716914,0.001078759,0.001983081,0.1434663],"genre_scores_gemma":[0.9872859,0.0008250425,0.0002624057,0.00002991916,0.00002536388,4.345887e-7,0.0001049252,0.0001040276,0.01136195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7139398,"threshold_uncertainty_score":0.9993948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640502409488326,"score_gpt":0.1647495025108237,"score_spread":0.1483444784159405,"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."}}