{"id":"W3049697150","doi":"10.1038/s41598-020-70661-3","title":"Synthesis and characterization of partially silane-terminated polyurethanes reinforced with acid-treated halloysite nanotubes for transparent armour systems","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Nanocomposite; Composite material; Polyurethane; Ultimate tensile strength; Toughness; Halloysite; Ductility (Earth science); Scanning electron microscope; Silane; Fracture toughness; Spall; Fourier transform infrared spectroscopy; Differential scanning calorimetry; Chemical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0004040509,0.0001213064,0.0002434781,0.00005619184,0.0001511319,0.0002357265,0.00006598592,0.00005450553,0.00006272446],"category_scores_gemma":[0.00004908617,0.00008899884,0.00003052927,0.0002110237,0.0001015244,0.00022834,0.000003967424,0.00002221681,0.000001621863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001849377,"about_ca_system_score_gemma":0.00005205684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003426249,"about_ca_topic_score_gemma":0.0000627565,"domain_scores_codex":[0.9987773,0.00004539383,0.0004040448,0.0003725056,0.0002329011,0.0001679122],"domain_scores_gemma":[0.9992563,0.00003637511,0.0003225742,0.000161363,0.0001264613,0.00009695711],"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":[0.000208142,0.000005935655,0.07603034,0.000266558,0.00003015134,0.00004046166,0.0003718573,0.001328095,0.9196772,0.0000106479,0.00002778457,0.002002813],"study_design_scores_gemma":[0.0001930701,0.0001738401,0.06301707,0.0001674577,0.0001036057,0.00007596798,0.0000855077,0.03724923,0.89787,0.00001788203,0.0008324884,0.0002138518],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978522,0.00006539883,0.0006925024,0.0002202845,0.000603636,0.0004158923,0.00007642432,0.00004848975,0.00002514956],"genre_scores_gemma":[0.9991792,0.000007830552,0.0001089067,0.00002458114,0.00003676715,0.00001014028,0.0005198977,0.000004936961,0.0001077644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03592113,"threshold_uncertainty_score":0.3629268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02284403153361114,"score_gpt":0.2004215361003006,"score_spread":0.1775775045666894,"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."}}