{"id":"W4399817052","doi":"10.1002/cjce.25370","title":"Gnireteet","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Generative Adversarial Networks and Image Synthesis","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001045496,0.0008118717,0.0006528682,0.001503047,0.001518182,0.004285829,0.001050937,0.001716445,0.517747],"category_scores_gemma":[0.003947699,0.0002802984,0.000487044,0.001134006,0.0008703877,0.00212524,0.002919402,0.001966222,0.3883471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357358,"about_ca_system_score_gemma":0.001414083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002484715,"about_ca_topic_score_gemma":0.002825292,"domain_scores_codex":[0.998906,0.000168131,0.00006640029,0.0002948417,0.0004498099,0.0001148039],"domain_scores_gemma":[0.9987282,0.0002918542,0.00008671466,0.00024083,0.0003812023,0.0002712231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002519156,0.00009194374,0.0012259,0.0003464812,0.0000222168,0.0006428598,0.0003184084,0.001088715,0.002334108,0.06827345,0.3946469,0.5307572],"study_design_scores_gemma":[0.00001004274,0.00001937607,0.0003185954,0.00007384236,0.000003547456,0.0003027955,0.00004280136,0.0005804421,0.0006189635,0.004749482,0.9932711,0.0000091229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004596233,0.005287312,0.02086696,0.008093037,0.006403035,0.0001741105,0.005263593,0.005213281,0.9441025],"genre_scores_gemma":[0.03260844,0.002819606,0.01029185,0.002109836,0.000936424,0.0001404632,0.003754549,0.001817093,0.9455217],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.482253,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007423251099674105,"score_gpt":0.1798701406801811,"score_spread":0.172446889580507,"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."}}