{"id":"W4389815960","doi":"10.1002/pol.20230875","title":"Issue Information ‐ Cover Description","year":2023,"lang":"en","type":"paratext","venue":"Journal of Polymer Science","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University","funders":"Seoul National University; University of North Carolina at Chapel Hill; University of Colorado Boulder; South China University of Technology; University of Science and Technology of China; University at Buffalo; Imperial College London; Korea Advanced Institute of Science and Technology; Peking University; East China University of Science and Technology; Gyeongsang National University; Massachusetts Institute of Technology","keywords":"Cover (algebra); Information retrieval; Computer science; Data science; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003458313,0.000221663,0.0003486383,0.0004965406,0.0001902082,0.0003158881,0.0007314511,0.0001963969,0.007624391],"category_scores_gemma":[0.00011839,0.0001896239,0.0001444576,0.0005965645,0.0002211179,0.003091013,0.00009643616,0.0003990042,0.009059951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001932893,"about_ca_system_score_gemma":0.0006184675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001369854,"about_ca_topic_score_gemma":3.029342e-7,"domain_scores_codex":[0.9976799,0.00001361909,0.0008117177,0.0001630499,0.001008133,0.000323571],"domain_scores_gemma":[0.9974993,0.00004774757,0.00162824,0.0002777819,0.0003810036,0.0001659496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007420447,0.00005703744,0.00002204752,0.0002860956,0.00005856282,0.0000106,0.001026839,0.00007328825,0.6178274,0.00007268632,0.3006896,0.07980163],"study_design_scores_gemma":[0.0001793762,0.00002834966,0.00003962947,0.0003696669,0.00003762158,0.00005933358,0.0001771276,0.0001208271,0.6584517,0.00001132727,0.3402956,0.0002295036],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06872767,0.02467565,0.03649037,0.002985837,0.09351505,0.000332654,0.0009834011,0.0002234453,0.7720659],"genre_scores_gemma":[0.1908956,0.003665936,0.0003113688,0.001003418,0.006334656,0.00001313171,0.0002011123,0.0001069047,0.7974678],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.122168,"threshold_uncertainty_score":0.9932828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382198016905335,"score_gpt":0.2623869012606657,"score_spread":0.2485649210916124,"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."}}