{"id":"W7005537461","doi":"","title":"Raise the bar. Lower the gap. Increase public confidence","year":2012,"lang":"en","type":"other","venue":"CBS Research Portal (Copenhagen Business School)","topic":"Chemistry and Stereochemistry Studies","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"New public management; Government (linguistics); Public sector; Politics; Public management; Field (mathematics); State (computer 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002189123,0.0009673404,0.0008354147,0.0001198276,0.001199844,0.0009551466,0.003715297,0.0008491031,0.4492316],"category_scores_gemma":[0.005162076,0.0005858149,0.0003247796,0.001112462,0.002043159,0.0003229844,0.002009398,0.002876492,0.01004212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419705,"about_ca_system_score_gemma":0.001212512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076904,"about_ca_topic_score_gemma":0.0001910168,"domain_scores_codex":[0.9935654,0.0002570298,0.0007558191,0.001223566,0.002206217,0.00199196],"domain_scores_gemma":[0.9933519,0.0007538113,0.0004868022,0.003489443,0.001095717,0.0008223181],"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":[0.00008396676,0.0002011152,0.0003015597,0.0009457842,0.0003916509,0.0003620062,0.00004843431,2.316141e-7,0.007568719,0.0001932485,0.989305,0.0005983447],"study_design_scores_gemma":[0.0005094138,0.000006888873,0.0003015515,0.0006107091,0.0001017227,0.0001463973,0.0007629456,0.000002872637,0.005030598,0.00008654581,0.9916951,0.000745225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001762695,0.02485074,0.00000956905,0.003076263,0.0003874078,0.000618275,0.0003792197,0.0002819215,0.9686339],"genre_scores_gemma":[0.1794388,0.001763799,0.00002309631,0.000178628,0.003663156,0.0005903651,0.0003717642,0.0005107029,0.8134597],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4391894,"threshold_uncertainty_score":0.9996593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09863811949132806,"score_gpt":0.3420367219731107,"score_spread":0.2433986024817827,"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."}}