{"id":"W2077057167","doi":"10.1002/mren.201470004","title":"Cover Picture: Macromol. React. Eng. 2/2014","year":2014,"lang":"en","type":"paratext","venue":"Macromolecular Reaction Engineering","topic":"Material Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Copolymer; Acrylonitrile; Polymer chemistry; Maleic anhydride; Polymer science; Materials science; Polymerization; Styrene; Reactive extrusion; Polymer; Nitroxide mediated radical polymerization; Cover (algebra); Radical polymerization; Composite material","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":[0.0003420862,0.0006360234,0.0006402673,0.000173134,0.0001859861,0.0003470856,0.0005447427,0.0005382852,0.01135363],"category_scores_gemma":[0.00005866626,0.0006121302,0.0002280198,0.0001652488,0.00005012838,0.0001533875,0.0001889314,0.0005352543,0.05360404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002007256,"about_ca_system_score_gemma":0.00006197347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000165882,"about_ca_topic_score_gemma":0.00000151273,"domain_scores_codex":[0.9973757,0.00007856294,0.0005974314,0.0008431325,0.0004586694,0.0006465032],"domain_scores_gemma":[0.9983118,0.00004323773,0.0003118875,0.001008943,0.0001135877,0.0002105743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001421456,0.00002589126,6.724333e-8,0.0002340633,0.00002769118,0.00001028093,0.00002639128,0.003423464,0.850399,0.0001526418,0.1454333,0.000253049],"study_design_scores_gemma":[0.000169314,0.00003134901,0.000004464946,0.0001038051,0.00004450401,0.00006284012,0.000003503429,0.0009258171,0.320368,0.000009903675,0.6777697,0.0005068812],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1650562,0.00474015,0.4171924,0.001151939,0.04833292,0.004414028,0.001458839,0.002759162,0.3548943],"genre_scores_gemma":[0.8375235,0.0008527286,0.004011611,0.0008602341,0.005650224,0.0008822251,0.002305073,0.0008142986,0.1471001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6724673,"threshold_uncertainty_score":0.999633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006354416203616302,"score_gpt":0.210225413057745,"score_spread":0.2038709968541287,"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."}}