{"id":"W2002026647","doi":"10.1002/mren.201570005","title":"Cover Picture: Macromol. React. Eng. 2/2015","year":2015,"lang":"en","type":"paratext","venue":"Macromolecular Reaction Engineering","topic":"Dendrimers and Hyperbranched Polymers","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Cover (algebra); Monomer; Branching (polymer chemistry); Polymer; Polymer science; Polymer chemistry; Materials science; Computer science; Chemical engineering; Topology (electrical circuits); Combinatorics; Mathematics; Engineering; Composite material; Mechanical 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004803525,0.0008200805,0.0008495668,0.0003491284,0.0001181034,0.0002898907,0.0005746441,0.0007654305,0.005908197],"category_scores_gemma":[0.00008762715,0.0008565022,0.0003156779,0.0003490222,0.00006525351,0.000301256,0.0001803203,0.0009250542,0.0361411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004429741,"about_ca_system_score_gemma":0.0002411346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001758314,"about_ca_topic_score_gemma":0.000004010406,"domain_scores_codex":[0.996581,0.00008759378,0.0006025228,0.0009409149,0.0008986664,0.0008893093],"domain_scores_gemma":[0.9980525,0.00004342594,0.0003192228,0.0009497554,0.00018516,0.0004499457],"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":[0.00002616155,0.00003732348,2.471499e-7,0.0001258451,0.0000753109,0.00011267,0.0001346103,0.003494413,0.693629,0.00002328743,0.3020648,0.0002763489],"study_design_scores_gemma":[0.0004379739,0.00004978039,0.000006656824,0.000125863,0.0001086461,0.0002355755,0.00001518351,0.0002639051,0.2563467,0.000004703643,0.7416458,0.0007592359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.108734,0.0413119,0.03837626,0.0006232491,0.08638886,0.002581209,0.001672324,0.002059838,0.7182524],"genre_scores_gemma":[0.5079582,0.0009569353,0.00406736,0.0009303432,0.007563855,0.0004344459,0.003996104,0.001626053,0.4724667],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.439581,"threshold_uncertainty_score":0.9993886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009217808231115789,"score_gpt":0.2379617999312851,"score_spread":0.2287439917001693,"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."}}