{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009769043,0.0003064496,0.0001947903,0.000190277,0.0001243071,0.0002272905,0.0002841103,0.0002626126,0.0003961522],"category_scores_gemma":[0.0002050438,0.0001469379,0.0001629815,0.000141434,0.000109229,0.0003510385,0.0001957645,0.0003435125,0.0002067662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001433475,"about_ca_system_score_gemma":0.00007597015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002110249,"about_ca_topic_score_gemma":0.000381985,"domain_scores_codex":[0.9999321,0.000005978863,0.000006582735,0.00001989608,0.00002350033,0.00001202638],"domain_scores_gemma":[0.9998882,0.00002720411,0.00003176336,0.00001191935,0.00001985978,0.00002103974],"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":[0.00002304811,0.000009719794,0.0000375072,0.00001973232,0.000002203004,0.00002985397,0.000004856401,0.00008067516,0.9986824,0.0000330217,0.000007686387,0.001069184],"study_design_scores_gemma":[0.000006222687,0.00008059436,0.0005187336,0.000002160314,0.000005999299,0.00006915285,0.000003312272,0.0007971138,0.9979468,0.00001517822,0.0005522417,0.000002602],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903888,0.0008142579,0.007598793,0.0000428388,0.00001939212,0.00002263633,0.00009462537,0.0001273201,0.0008913557],"genre_scores_gemma":[0.9922982,0.0004380684,0.006056331,0.00002775276,0.000009187216,0.00002358065,0.0001031898,0.00002961487,0.001014009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003961522,"threshold_uncertainty_score":0.001325309,"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."}}