{"id":"W4245592159","doi":"10.1016/j.cjche.2015.12.001","title":"WITHDRAWN: Preface","year":2015,"lang":"en","type":"article","venue":"Chinese Journal of Chemical Engineering","topic":"Diverse Scientific and Economic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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024842,0.0009606906,0.001259448,0.002855114,0.003409762,0.004635794,0.002485599,0.004737311,0.234697],"category_scores_gemma":[0.02122336,0.0005029085,0.001585387,0.001660416,0.0009147091,0.001864621,0.002170121,0.00587817,0.1493878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004122375,"about_ca_system_score_gemma":0.00500547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01147814,"about_ca_topic_score_gemma":0.0124235,"domain_scores_codex":[0.9977494,0.0001819244,0.000174578,0.0002767888,0.001279788,0.0003374511],"domain_scores_gemma":[0.9905218,0.001409874,0.0002727323,0.0008841153,0.00566573,0.001245752],"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":[0.00008632626,0.00001125575,0.00005588913,0.0001157953,0.00001144379,0.0001043032,0.00001325768,0.00001883911,0.0001481252,0.001029087,0.9924275,0.005978194],"study_design_scores_gemma":[0.00009446999,0.00002625254,0.001159799,0.0001045714,0.00002084911,0.00009205945,0.0000297098,0.00003422844,0.0003733874,0.001564641,0.9964859,0.00001413048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001474085,0.007686291,0.0009201746,0.1391406,0.6488539,0.0004942131,0.01535978,0.0008183992,0.1852525],"genre_scores_gemma":[0.01411679,0.004137048,0.00094333,0.0504754,0.06557927,0.0003005193,0.01024865,0.0005142635,0.8536847],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.765303,"threshold_uncertainty_score":0.7851398,"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."}}