{"id":"W4401421986","doi":"10.1007/978-3-031-60255-9_8","title":"Water-Based Acrylic polymer/TiO2 Coatings: Influence of the Size of TiO2 Particles (Micro- and Nano-) on Mechanical Characteristics and Weathering Resistance","year":2024,"lang":"en","type":"book-chapter","venue":"Springer proceedings in earth and environmental sciences","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Weathering; Materials science; Nano-; Polymer; Composite material; Water resistance; Geology","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":[0.0002971899,0.0002036256,0.0002782068,0.00005771917,0.0001282467,0.00005996029,0.0001537722,0.0001091703,0.00003194051],"category_scores_gemma":[0.00001585798,0.0001348232,0.00004665542,0.00004381662,0.0007902871,0.00009446514,0.0001861615,0.0001661997,0.000002653097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001631161,"about_ca_system_score_gemma":0.000009459636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005090497,"about_ca_topic_score_gemma":0.00004280998,"domain_scores_codex":[0.9987613,0.000005272483,0.0003388154,0.0004078694,0.0002826011,0.0002041401],"domain_scores_gemma":[0.999629,0.00004783726,0.0001689209,0.00009018117,0.000004652461,0.0000594711],"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":[0.00003524586,0.00002350904,0.005633014,0.0002125692,0.00001395398,0.000001275333,0.0006303912,0.00001783166,0.9789488,0.01331122,6.687628e-7,0.001171504],"study_design_scores_gemma":[0.000261658,0.0001903544,0.01615273,0.001076833,0.00005836309,0.000004503152,0.0002670114,0.0001651828,0.974342,0.003605723,0.003542202,0.0003334048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930972,0.0005687575,2.323721e-7,0.00006818893,0.00003021712,0.000141379,0.00001970904,0.000008217095,0.006066139],"genre_scores_gemma":[0.9943479,0.0004103382,0.0001104518,0.00004378742,0.00001743431,0.000006143749,9.168982e-7,0.00001583173,0.005047158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01051972,"threshold_uncertainty_score":0.5497929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00741190383453503,"score_gpt":0.1840721624185006,"score_spread":0.1766602585839656,"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."}}