{"id":"W2016443707","doi":"10.4028/www.scientific.net/amr.602-604.1484","title":"Fabrication of Polyelectrolyte/TiO&lt;sub&gt;2&lt;/sub&gt; Hybrid Membrane via a Simple Method and Characterization of its Thermal Behavior","year":2012,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Scanning electron microscope; Titanium dioxide; Chemical engineering; Thermal stability; Thermogravimetry; Fabrication; Casting; Aqueous solution; Polymer; Membrane; Solvent; Polyelectrolyte; Polymer chemistry; Composite material; Organic chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001414229,0.000291048,0.0002889137,0.0001460687,0.0002020547,0.0003014058,0.0002656491,0.0006027081,0.0008635634],"category_scores_gemma":[0.0001348218,0.000195295,0.0003281144,0.0001187774,0.0001679829,0.0004395839,0.0002018821,0.000478035,0.0006140624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002290053,"about_ca_system_score_gemma":0.0001924043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003226025,"about_ca_topic_score_gemma":0.0006933007,"domain_scores_codex":[0.999911,0.000007100886,0.000007392364,0.00002584774,0.00003095842,0.00001775519],"domain_scores_gemma":[0.9999169,0.00001794266,0.00002093602,0.00001374047,0.00001672224,0.00001374962],"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":[0.000007983744,0.000004987307,0.00002154154,0.0000180418,0.00000344497,0.00002365047,0.000005222229,0.00003282698,0.9992287,0.00003079184,0.00001197665,0.0006107905],"study_design_scores_gemma":[0.000002980457,0.00002879982,0.0003870189,0.00000145574,0.000007264511,0.00009532983,0.00000707234,0.0003126547,0.9978837,0.00001582076,0.001254347,0.00000353513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.93276,0.00167559,0.06154311,0.0002650193,0.0001577104,0.0001011035,0.0003567951,0.0003628213,0.002777837],"genre_scores_gemma":[0.939976,0.001296436,0.05189403,0.0001192988,0.00003418565,0.0001321169,0.0002787557,0.00005755334,0.006211694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008635634,"threshold_uncertainty_score":0.002888858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04211247563177502,"score_gpt":0.3655510642661902,"score_spread":0.3234385886344152,"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."}}