{"id":"W2094275153","doi":"10.1039/c2nj40355b","title":"Design of super-hydrophobic microporous polytetrafluoroethylene membranes","year":2012,"lang":"en","type":"article","venue":"New Journal of Chemistry","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Membrane; Polytetrafluoroethylene; Membrane distillation; Chemistry; Microporous material; Chemical engineering; Crystallization; Contact angle; Membrane structure; Polymer chemistry; Phase (matter); Amorphous solid; Desalination; Organic chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003286594,0.0001298386,0.0002394173,0.00002628255,0.00003175975,0.00000937907,0.0004151517,0.0001272255,0.003860415],"category_scores_gemma":[0.00009387412,0.0001098018,0.00008324088,0.0001568229,0.0001759012,0.0002859587,0.0000690179,0.0002101677,0.00005526091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008446238,"about_ca_system_score_gemma":0.00004463083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002589643,"about_ca_topic_score_gemma":3.15178e-7,"domain_scores_codex":[0.9988264,0.00002473815,0.000444165,0.00009338898,0.0003687939,0.0002425296],"domain_scores_gemma":[0.9991692,0.00006522537,0.0003643525,0.0002248781,0.00001879726,0.0001575477],"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":[0.00003506829,0.00007045723,0.002198904,0.00002612735,0.00001558392,0.000006024794,0.0002102598,0.0007698294,0.9914445,6.850318e-7,0.003103489,0.002119042],"study_design_scores_gemma":[0.0003581753,0.00004208089,0.0004840264,0.00001845084,0.00002275254,0.0003518622,0.0001157244,0.00001707794,0.9961813,0.00009118134,0.002213333,0.000104001],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945905,0.001767872,0.001309773,0.0001814749,0.0001057952,0.0000487126,9.327789e-7,0.00002072262,0.001974237],"genre_scores_gemma":[0.990819,0.0002600559,0.007726389,0.00003653014,0.0001255953,5.389609e-7,5.426971e-7,0.00001275283,0.001018588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006416616,"threshold_uncertainty_score":0.9970502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615447721920751,"score_gpt":0.2345070300355671,"score_spread":0.2183525528163596,"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."}}