{"id":"W2322159156","doi":"10.1021/la303835e","title":"Honeycomb Films of Cellulose Azide: Molecular Structure and Formation of Porous Films","year":2012,"lang":"en","type":"article","venue":"Langmuir","topic":"Molecular Junctions and Nanostructures","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Azide; Ethylene glycol; Cellulose; Polymer; Polymerization; Materials science; Chemical engineering; Honeycomb; Polymer chemistry; Self-assembly; Amphiphile; Chemistry; Copolymer; Nanotechnology; Organic chemistry; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00002955716,0.00008354301,0.0001239825,0.00006154356,0.00001359599,0.00000428029,0.00004561841,0.00007187082,0.0001167473],"category_scores_gemma":[0.00000663316,0.00007313591,0.00002989209,0.00009466746,0.0000211836,0.00008979921,0.00001716414,0.00006092513,0.000001463693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004748303,"about_ca_system_score_gemma":0.000002313799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001689562,"about_ca_topic_score_gemma":0.000001763327,"domain_scores_codex":[0.9995933,0.00001086692,0.0001409095,0.00004770515,0.00008808768,0.0001191687],"domain_scores_gemma":[0.9997787,0.000007491346,0.00003959556,0.0001189216,0.00002018139,0.00003508322],"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":[0.000006143115,0.00001141642,0.001287234,0.0002913637,0.00003224525,0.00000238767,0.0006166665,0.0008178413,0.9904686,0.001505935,0.00297186,0.001988261],"study_design_scores_gemma":[0.000221488,0.00002210196,0.01341145,0.00001430991,0.00002805119,0.00002698647,0.0000668826,0.001351037,0.9835423,0.0001312115,0.001076487,0.0001077114],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946572,0.001920836,0.002356774,0.00000560672,0.0001342425,0.00007368936,0.00004415463,0.0000348592,0.0007726825],"genre_scores_gemma":[0.9980351,0.00001864768,0.001831291,0.00001646562,0.00001631271,0.000001755451,0.00004082145,0.00001430839,0.00002524472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01212421,"threshold_uncertainty_score":0.2982396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003957293766592371,"score_gpt":0.1836104147464103,"score_spread":0.179653120979818,"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."}}