{"id":"W7069114192","doi":"","title":"Page 178","year":2011,"lang":"en","type":"article","venue":"Pittsburg State University Digital Commons (Pittsburg State University)","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ledger; Period (music); Register (sociolinguistics); Quarter (Canadian coin); Information governance","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001846064,0.0005401452,0.0005506915,0.0004796276,0.001029873,0.00006647732,0.001855891,0.0002219851,0.004994952],"category_scores_gemma":[0.00003315202,0.0006668339,0.000315987,0.001294592,0.001406596,0.001983692,0.002272501,0.0007939395,0.001393237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006342811,"about_ca_system_score_gemma":0.00007584525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001847313,"about_ca_topic_score_gemma":0.001815179,"domain_scores_codex":[0.9971677,0.000410319,0.0003046306,0.0007994284,0.0002653099,0.001052604],"domain_scores_gemma":[0.9978693,0.0002433038,0.0002751485,0.001012116,0.00006954775,0.0005306492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0102845,0.00824871,0.6512545,0.0001962081,0.002126817,0.01509902,0.03960073,0.001859338,0.01664011,0.02483675,0.1845712,0.04528208],"study_design_scores_gemma":[0.002697401,0.0008349469,0.06970144,0.00003617444,0.0001502621,0.00005726904,0.004501151,0.00008469797,0.0005453225,0.0127322,0.9069153,0.00174382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7511224,0.0000102983,0.002508009,0.0001006756,0.0001934683,0.0003752696,0.000319142,0.0003438076,0.245027],"genre_scores_gemma":[0.9737734,0.0001625801,0.0001902908,0.0001547376,0.00001310284,2.601531e-7,0.0001258198,0.00004221775,0.02553759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7223441,"threshold_uncertainty_score":0.9995783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704318944334235,"score_gpt":0.1721447676286657,"score_spread":0.1551015781853234,"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."}}