{"id":"W4245592159","doi":"10.1016/j.cjche.2015.12.001","title":"WITHDRAWN: Preface","year":2015,"lang":"en","type":"article","venue":"Chinese Journal of Chemical Engineering","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Accidental; Computer science; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003928855,0.0001002199,0.0003346001,0.0001100423,0.00001018242,0.0000353468,0.0001913957,0.00003856147,0.0002112165],"category_scores_gemma":[0.0004293133,0.00008561544,0.0001064309,0.0001306947,0.00002479651,0.0002329252,0.00005419186,0.0001317468,0.0005084458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008160338,"about_ca_system_score_gemma":0.00001382934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002429904,"about_ca_topic_score_gemma":2.317642e-8,"domain_scores_codex":[0.9992789,0.000001159192,0.0004353204,0.0001083768,0.00003169048,0.0001445473],"domain_scores_gemma":[0.9994609,0.00002277451,0.0002098186,0.0001026707,0.0000484483,0.0001554408],"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":[0.0004258393,0.0008438747,0.1012203,0.0004128396,0.002109446,0.0001722889,0.01621523,0.1374606,0.0242567,0.1000426,0.6152056,0.001634678],"study_design_scores_gemma":[0.009895973,0.0003231008,0.004069428,0.0002546479,0.0000663918,0.000608944,0.0006749924,0.08064321,0.01201412,0.03359095,0.8557407,0.002117509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9424269,0.003087314,0.002644467,0.0002209003,0.003089615,0.00004324167,0.00001837923,0.00002566195,0.04844354],"genre_scores_gemma":[0.9948863,0.00001483269,0.002004135,0.00003210773,0.0003242468,7.81553e-7,5.668255e-7,0.00001194201,0.002725085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2405352,"threshold_uncertainty_score":0.6535212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285065496601388,"score_gpt":0.1932097797590202,"score_spread":0.1703591247930063,"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."}}