{"id":"W1995832168","doi":"10.1021/ma101531k","title":"Ultraporous Films with Uniform Nanochannels by Block Copolymer Micelles Assembly","year":2010,"lang":"en","type":"article","venue":"Macromolecules","topic":"Block Copolymer Self-Assembly","field":"Materials Science","cited_by":216,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Copolymer; Membrane; Polystyrene; Materials science; Nanoporous; Fabrication; Chemical engineering; Nanotechnology; Micelle; Self-assembly; Phase (matter); Polymer chemistry; Chemistry; Composite material; Polymer; Organic chemistry; Aqueous solution","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"],"consensus_categories":[],"category_scores_codex":[0.0002919755,0.0005462921,0.0004681547,0.0001267696,0.0003911275,0.0002494302,0.0009731259,0.0002726797,0.0008918179],"category_scores_gemma":[0.00003493959,0.0004498973,0.0001085153,0.0003681892,0.0003339857,0.0002850517,0.0001697186,0.0003933759,0.0007529131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002626344,"about_ca_system_score_gemma":0.0001718836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001004291,"about_ca_topic_score_gemma":0.0006485672,"domain_scores_codex":[0.9969258,0.0000858455,0.0004592271,0.0008527313,0.0006771715,0.0009992105],"domain_scores_gemma":[0.9982275,0.0001251957,0.0002614266,0.0008899529,0.0001511543,0.0003447669],"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":[0.00006600589,0.000192742,0.0001403615,0.00002535436,0.00003219719,0.00009421863,0.0003000565,0.00000629646,0.9910405,0.0003885746,0.007295194,0.0004185482],"study_design_scores_gemma":[0.0007958837,0.0002449034,0.00006448142,0.00003548028,0.00006122419,0.0002903254,0.0002689876,0.00009592304,0.9927022,0.00007719089,0.004691128,0.0006722694],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883049,0.0006208026,0.0003921212,0.0005653783,0.0008506376,0.0003565564,0.0001642465,0.0004337855,0.008311615],"genre_scores_gemma":[0.9933196,0.00002213308,0.004111901,0.0005625661,0.0001372929,0.00007210977,0.00004452356,0.0001175096,0.001612367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006699248,"threshold_uncertainty_score":0.9997953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00465284365134331,"score_gpt":0.2110408066142293,"score_spread":0.206387962962886,"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."}}