{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001974755,0.0004020513,0.0002599806,0.000313262,0.0001426204,0.0003428115,0.0002096597,0.0002901857,0.000692957],"category_scores_gemma":[0.000251816,0.0002983391,0.0001763393,0.0001437839,0.0001873533,0.0004010819,0.0002917055,0.0003757549,0.0003426544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002913148,"about_ca_system_score_gemma":0.0001378618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000292245,"about_ca_topic_score_gemma":0.0007643677,"domain_scores_codex":[0.9998369,0.00001665047,0.00001822516,0.00004057621,0.0000506045,0.00003691794],"domain_scores_gemma":[0.9998259,0.00003243372,0.00005619007,0.00001923354,0.00002912607,0.00003727684],"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":[0.000009874431,0.000006640351,0.00001803577,0.0000211097,0.000002262923,0.00001392725,0.00001001847,0.00004361613,0.9987957,0.0001080747,0.00003557422,0.0009351884],"study_design_scores_gemma":[0.000007920145,0.00005735136,0.0002316242,0.000002540449,0.000005917682,0.00004743394,0.000002727327,0.0007289262,0.997233,0.00002645677,0.001652776,0.000003320389],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531077,0.003591604,0.03747535,0.0001936962,0.00009327227,0.0001616113,0.0003979822,0.001028557,0.003950191],"genre_scores_gemma":[0.9630662,0.001857658,0.03077165,0.00008544539,0.00004046792,0.000108946,0.0003647424,0.0001681694,0.003536763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000692957,"threshold_uncertainty_score":0.002318203,"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."}}