{"id":"W4240786907","doi":"10.1002/masy.201090030","title":"Macromol. Symp. 297","year":2010,"lang":"en","type":"article","venue":"Macromolecular Symposia","topic":"Dendrimers and Hyperbranched Polymers","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Polymer science; Polymer chemistry; Vinyl ether; Polymer; Ether; Materials science; Chemistry; Organic chemistry; Copolymer; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.0002976954,0.0002713464,0.0002698049,0.00008750136,0.0002240802,0.000232646,0.0005869993,0.0001745153,0.003586099],"category_scores_gemma":[0.00002870669,0.000257213,0.0001634768,0.0001966729,0.0002087039,0.0001604701,0.0001471824,0.000308581,0.002692041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001785201,"about_ca_system_score_gemma":0.0000684558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001371146,"about_ca_topic_score_gemma":0.00006523933,"domain_scores_codex":[0.9981086,0.00006365863,0.0002882596,0.0005309163,0.0003949337,0.0006136236],"domain_scores_gemma":[0.9988193,0.0000254724,0.00009070448,0.0007421648,0.00006020836,0.0002621578],"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":[0.0000133618,0.00005733391,0.0003552084,0.00001229891,0.00001356739,0.0002222288,0.0001729054,0.000002762606,0.9844694,0.0127498,0.001073049,0.0008581092],"study_design_scores_gemma":[0.0004182638,0.00005039967,0.0006126238,0.00001081554,0.00003700444,0.0002691042,0.00001520428,0.00004754674,0.9110306,0.0002791771,0.0868713,0.0003579425],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512532,0.0004330017,0.0005099683,0.0004276283,0.002293464,0.0001913824,0.00002665387,0.0002243417,0.04464041],"genre_scores_gemma":[0.9954085,0.0000071574,0.002058728,0.0006077054,0.000235264,0.00003089499,0.00001658683,0.00006027258,0.001574866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08579826,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002391972994708578,"score_gpt":0.2045132522831614,"score_spread":0.2021212792884528,"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."}}