{"id":"W2041756116","doi":"10.1002/app.12032","title":"Effect of solvent on properties of solution‐cast dense SPPO films","year":2003,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Solvent; Casting; Aqueous solution; Polymer; Materials science; Chemical engineering; Polymer chemistry; Solvent effects; Chemistry; Composite material; 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":[],"consensus_categories":[],"category_scores_codex":[0.00076523,0.00009302848,0.00021614,0.0001735469,0.00004248413,0.00001011694,0.0001839483,0.00002782081,0.00005070087],"category_scores_gemma":[0.000009980542,0.00006582851,0.00007035294,0.0002842704,0.0001852717,0.000102624,0.000004632225,0.0001093109,0.000005780293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001832627,"about_ca_system_score_gemma":0.00008245161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001697437,"about_ca_topic_score_gemma":6.213471e-7,"domain_scores_codex":[0.99894,0.00001363059,0.0003709973,0.00007443799,0.0004445166,0.0001564188],"domain_scores_gemma":[0.9995717,0.00002328734,0.0001345328,0.0001286184,0.00005667572,0.00008512464],"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":[0.00009540101,0.00002932916,0.00003716117,0.00008274517,0.00001272372,0.000001857846,0.0003445736,0.005816781,0.991725,0.0008232858,0.00008346461,0.0009477196],"study_design_scores_gemma":[0.0003630937,0.0002361787,0.0001162848,0.00006425777,0.00001695561,0.00001901493,0.00002828759,0.000825495,0.9981513,0.000006830443,0.0001105567,0.00006172538],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903523,0.0005269174,0.000391878,0.00001404493,0.0002812559,0.00007942656,0.00000100241,0.0000088388,0.008344348],"genre_scores_gemma":[0.9996988,0.00002603005,0.0001940716,0.00001990847,0.00001579436,0.000001503774,8.854358e-8,0.000006545143,0.00003731929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009346451,"threshold_uncertainty_score":0.2684409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028928755162805,"score_gpt":0.2207311796422622,"score_spread":0.2104418920906341,"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."}}