{"id":"W2389384028","doi":"","title":"Current progresses on inorganic porous separation membranes","year":2003,"lang":"en","type":"article","venue":"Membrane science and technology/Membrane science and technology series","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Membrane; Filtration (mathematics); Porosity; Gas separation; Materials science; Chemical engineering; Porous medium; Polymer; Synthetic membrane; Membrane technology; Polymer science; Chemistry; Engineering; Composite material; Mathematics","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001767376,0.0005973044,0.000592803,0.003657805,0.001660845,0.0003322934,0.001111344,0.0004254064,0.00004883104],"category_scores_gemma":[0.0007891289,0.0005327073,0.00003267374,0.01175576,0.01204703,0.001982494,0.0001442491,0.0007639594,0.00005715917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001294051,"about_ca_system_score_gemma":0.0007288408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003787005,"about_ca_topic_score_gemma":0.00004516316,"domain_scores_codex":[0.9955423,0.00002494429,0.000597994,0.001359271,0.001192872,0.001282623],"domain_scores_gemma":[0.9977204,0.00004333236,0.0001305211,0.0009374598,0.0008830956,0.0002851932],"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":[0.00002710293,0.0001398382,0.002712245,0.0003522824,0.00002498576,0.00004207734,0.0003343642,0.00009383554,0.8205101,0.1458495,0.00009837298,0.02981529],"study_design_scores_gemma":[0.000666857,0.0003847694,0.0003915136,0.000105567,0.00003585136,0.0005956128,0.0008919744,0.0005311309,0.9625828,0.003821789,0.02929208,0.0007001112],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838106,0.003195318,0.00003418807,0.004172299,0.0008073134,0.0007702053,0.00001068288,0.002267257,0.004932134],"genre_scores_gemma":[0.9948217,0.004180376,0.0005476425,0.0001229313,0.00002971374,0.0001274553,0.000004725082,0.00003976126,0.0001256701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1420727,"threshold_uncertainty_score":0.9997125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008546162856952567,"score_gpt":0.2484485006944633,"score_spread":0.2399023378375107,"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."}}