{"id":"W2073992528","doi":"10.1021/ma300293v","title":"Porous Films via PE/PEO Cocontinuous Blends","year":2012,"lang":"en","type":"article","venue":"Macromolecules","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lambton College","funders":"Natural Sciences and Engineering Research Council of Canada; Materials Research Science and Engineering Center, Harvard University; National Science Foundation","keywords":"Materials science; Polymer blend; Chemical engineering; Membrane; Annealing (glass); Copolymer; Scanning electron microscope; Polymer; Composite material; Polymer chemistry; Chemistry","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":[0.0000916857,0.0001663982,0.0001614509,0.00005504706,0.00004551555,0.000023347,0.0001142314,0.00007539818,0.0009104842],"category_scores_gemma":[0.000003900279,0.0001673994,0.00006259523,0.0001069611,0.00002486496,0.0001177956,0.000008782644,0.0001153159,0.0005096826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001329815,"about_ca_system_score_gemma":0.000007151575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001496433,"about_ca_topic_score_gemma":0.00001537538,"domain_scores_codex":[0.9991543,0.00001424665,0.0001944033,0.0001133852,0.0001415014,0.0003821047],"domain_scores_gemma":[0.9995947,0.00001146848,0.00001869228,0.000208399,0.00001905913,0.0001476885],"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":[0.00004972787,0.0002870451,0.01128024,0.000477813,0.000323211,0.0002828927,0.005650905,0.007982021,0.8882877,0.005911884,0.03893623,0.04053028],"study_design_scores_gemma":[0.001407497,0.00009830224,0.0176406,0.00005411063,0.0001192883,0.0003772801,0.0003146706,0.006884981,0.744148,0.00024768,0.2272966,0.001411041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8621442,0.001517788,0.01317557,0.00007936949,0.001120852,0.0002138312,0.00002870218,0.0008900675,0.1208296],"genre_scores_gemma":[0.9975926,0.00004148707,0.000919787,0.0001551481,0.0001264534,0.00001864496,0.00005698218,0.00004348558,0.001045467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1883604,"threshold_uncertainty_score":0.9969164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007928780262891679,"score_gpt":0.2155768379986111,"score_spread":0.2076480577357194,"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."}}