{"id":"W4283800323","doi":"10.1002/ppap.202270019","title":"Inside Front Cover: Plasma Process. Polym. 7/2022","year":2022,"lang":"en","type":"paratext","venue":"Plasma Processes and Polymers","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Front cover; Materials science; Nanotechnology; Plasma; Cover (algebra); Chemical engineering; Process engineering; Polymer science; Mechanical engineering; Engineering; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000153629,0.0007212624,0.001033259,0.0005426478,0.0005632101,0.0001103369,0.0002523852,0.0005239319,0.05314951],"category_scores_gemma":[0.000131024,0.0006428435,0.0001865389,0.0005268503,0.0002361597,0.0002039364,0.0001784105,0.001175198,0.002911442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001519155,"about_ca_system_score_gemma":0.002455522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000912434,"about_ca_topic_score_gemma":0.00001940752,"domain_scores_codex":[0.9967428,0.00007828289,0.0006813168,0.0009420115,0.0008978046,0.0006577135],"domain_scores_gemma":[0.9982714,0.0001845768,0.0004881661,0.0003868623,0.000226077,0.0004428987],"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":[0.003415724,0.0008113589,0.0006019274,0.01863509,0.001426589,0.000582605,0.00467232,0.0004066545,0.0007272558,0.00004864538,0.9295233,0.0391485],"study_design_scores_gemma":[0.002452149,0.0005532294,0.00001408212,0.0004191708,0.0004154657,0.0004773669,0.001485018,0.0003935502,0.009297817,0.000004188149,0.983628,0.0008600129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1487652,0.07851875,0.00002674812,0.001975914,0.005721448,0.001824692,0.001645923,0.0002962812,0.761225],"genre_scores_gemma":[0.2070655,0.01323003,0.00005544785,0.005446259,0.001453197,0.000407668,0.002426927,0.0003061447,0.7696089],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06528872,"threshold_uncertainty_score":0.9996023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420310783251047,"score_gpt":0.2623142552810008,"score_spread":0.2481111474484903,"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."}}