{"id":"W2900466284","doi":"10.3390/ma11112311","title":"Hollow Fiber Porous Nanocomposite Membranes Produced via Continuous Extrusion: Morphology and Gas Transport Properties","year":2018,"lang":"en","type":"article","venue":"Materials","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Thermogravimetric analysis; Differential scanning calorimetry; Extrusion; Chemical engineering; Membrane; Composite material; Nanocomposite; Low-density polyethylene; Linear low-density polyethylene; Polyolefin; Blowing agent; Porosity; Polyethylene; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004099534,0.0002777763,0.0005056068,0.00006980828,0.0002947026,0.0001493056,0.0002746921,0.000117554,0.002004392],"category_scores_gemma":[0.00001423343,0.0002122762,0.00003540643,0.00007794643,0.0004211665,0.000195216,0.00009886881,0.000042944,0.0005971708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001495482,"about_ca_system_score_gemma":0.00003029312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004526103,"about_ca_topic_score_gemma":0.00001131036,"domain_scores_codex":[0.9981771,0.000163232,0.000430924,0.0005648573,0.0002013346,0.0004625444],"domain_scores_gemma":[0.9992391,0.00002121887,0.0001464004,0.000407372,0.00008667407,0.00009916515],"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":[0.0003444552,0.00005689902,0.0001883166,0.00008551262,0.00001282772,0.00004350915,0.0007642916,3.614748e-7,0.9971308,0.00001399241,0.0001043593,0.001254653],"study_design_scores_gemma":[0.0004877503,0.0002590323,0.001132603,0.00007285345,0.00004307447,0.0003979712,0.00002185022,0.000002595676,0.9954904,0.00009487596,0.001697754,0.0002992538],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965929,0.0006883841,0.00001248497,0.0004044719,0.001161863,0.000366641,0.00004037441,0.0002480135,0.0004848592],"genre_scores_gemma":[0.9963917,0.00002127518,0.0005191425,0.0002323113,0.0004733216,0.00006618482,0.00001562342,0.00003752259,0.002242962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001758103,"threshold_uncertainty_score":0.9989079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183257567191713,"score_gpt":0.2112669701908435,"score_spread":0.1994343945189264,"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."}}