{"id":"W7031842571","doi":"","title":"Columbus, Ohio","year":2009,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"lilac; Alley; Division (mathematics); Work (physics)","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001205494,0.0004155758,0.0005433111,0.0007593829,0.0002757389,0.002585478,0.001403622,0.0003225032,0.008444367],"category_scores_gemma":[0.00009721285,0.000344337,0.000168396,0.00118907,0.0001200366,0.006284286,0.0008827263,0.0003582714,0.001714952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001042647,"about_ca_system_score_gemma":0.00006432511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.595396e-7,"about_ca_topic_score_gemma":0.000004161075,"domain_scores_codex":[0.9961887,0.0002052611,0.001224589,0.0006811761,0.001092121,0.0006081362],"domain_scores_gemma":[0.9971353,0.0002103195,0.0009037752,0.001418839,0.00003934737,0.0002924454],"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":[0.00001483797,0.00002068543,0.00007095043,0.0000183585,0.00002075887,0.000002380588,0.0000453791,0.0001060794,1.995153e-8,0.1396129,0.7572684,0.1028193],"study_design_scores_gemma":[0.000479672,0.00004431228,0.001020683,0.0002630902,0.00001460863,0.000008862069,0.00001038589,0.003612375,5.558339e-7,0.002605412,0.9915562,0.0003838081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000005195433,0.000629337,0.003481475,0.001052107,0.002952044,0.0004719929,0.0002781663,0.0005236286,0.9906061],"genre_scores_gemma":[0.001583015,0.001899439,0.004050932,0.01239818,0.002410943,0.00001691442,0.002911673,0.0001325242,0.9745964],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2342878,"threshold_uncertainty_score":0.9999009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02516218047500347,"score_gpt":0.2587219681718609,"score_spread":0.2335597876968574,"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."}}