{"id":"W4377101686","doi":"10.1016/j.matchemphys.2023.127911","title":"Flexible PET/(PET-TiO2) core/shell nanofibrous mats as potential photoanode layer for dye-sensitized solar cells, DSSCs","year":2023,"lang":"en","type":"article","venue":"Materials Chemistry and Physics","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Polyethylene terephthalate; Nanofiber; Electrospinning; Chemical engineering; Composite material; Nanoparticle; Porosity; Thermal stability; Layer (electronics); Nanotechnology; Polymer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002576193,0.0003997838,0.0005823059,0.00001666995,0.000297002,0.000258939,0.0002173362,0.0001353927,0.0007096783],"category_scores_gemma":[0.00001554893,0.0004010257,0.0001986155,0.0002031775,0.00007390427,0.0001303492,0.0001516934,0.0001008515,0.0004824866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000030498,"about_ca_system_score_gemma":0.00005397481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002617512,"about_ca_topic_score_gemma":0.000002170516,"domain_scores_codex":[0.9981051,0.00004236715,0.0004467399,0.0005795939,0.0002556446,0.0005705732],"domain_scores_gemma":[0.9989649,0.00007133085,0.0001983014,0.0005086972,0.00009690013,0.0001598684],"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":[0.0002926677,0.00008401737,0.000002315616,0.0005460894,0.000108754,0.0001079105,0.0001334826,0.0004054901,0.9956648,0.0002588675,0.002014235,0.0003813137],"study_design_scores_gemma":[0.00109351,0.00003649565,0.00000857104,0.00004237084,0.00012238,0.00007174657,0.0001090558,0.0009983978,0.9744945,0.004419568,0.01813277,0.0004705985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929516,0.00003314979,0.0002352641,0.00002716981,0.0005367608,0.000346318,0.0005413191,0.0003060552,0.005022384],"genre_scores_gemma":[0.9877521,0.0001260756,0.0005593043,0.0001657671,0.0009407739,0.0001025395,0.001489701,0.0001100001,0.008753783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02117032,"threshold_uncertainty_score":0.9998441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01712511438035446,"score_gpt":0.2406186089961175,"score_spread":0.223493494615763,"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."}}