{"id":"W2071115175","doi":"10.1021/bm060808x","title":"Micropatterned Thin Film Honeycomb Materials from Regiospecifically Modified Cellulose","year":2006,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Block Copolymer Self-Assembly","field":"Materials Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ethylene glycol; Honeycomb; Cellulose; Materials science; Side chain; Chemical engineering; Amphiphile; Copolymer; Honeycomb structure; Polymer chemistry; Condensation; Composite material; Polymer","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":[0.0002796491,0.0004876948,0.0005425041,0.0001284639,0.0001906705,0.0005296094,0.000983563,0.0002745859,0.001707605],"category_scores_gemma":[0.00002480636,0.0004554051,0.0001437356,0.000234868,0.0002101337,0.0001971133,0.0003038111,0.0001004481,0.002368989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008637423,"about_ca_system_score_gemma":0.00006743613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005456151,"about_ca_topic_score_gemma":0.0002497592,"domain_scores_codex":[0.9966469,0.0002946225,0.0007791835,0.0009901739,0.0005338521,0.0007553074],"domain_scores_gemma":[0.9984897,0.00009295861,0.0003355747,0.0008139798,0.0000997761,0.0001679634],"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":[0.0001388861,0.0002212741,0.00006776092,0.00001897533,0.00001719876,0.000257164,0.000117495,0.000004323581,0.9861961,0.001583442,0.01124448,0.0001328789],"study_design_scores_gemma":[0.0008401667,0.00005810434,0.005741363,0.00004633161,0.0000421716,0.00002802226,0.00002839316,0.00006252762,0.9895663,0.001977718,0.001033995,0.0005748786],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912682,0.0008331731,0.002443125,0.0005905979,0.00109374,0.0003318973,0.0005030182,0.0005122962,0.002423972],"genre_scores_gemma":[0.9926757,0.000009356291,0.005135115,0.0003179156,0.0005270283,0.00004412289,0.0002029653,0.00009383432,0.0009939164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01021048,"threshold_uncertainty_score":0.9997898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001854072628824,"score_gpt":0.2112699502837531,"score_spread":0.2012514095574649,"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."}}