{"id":"W7011266748","doi":"","title":"Mechanical properties of polymer-derived ceramics modified by active nanoparticles","year":2019,"lang":"en","type":"other","venue":"NPARC","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ceramic; Silicon nitride; Fracture toughness; Indentation; Nanoparticle; Toughness; Carbon nanotube; Nitride","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002839997,0.0001708071,0.0002572515,0.00006183957,0.000009759929,0.00001483143,0.0001728746,0.0001127559,0.0001147967],"category_scores_gemma":[0.000009010396,0.0001536279,0.00005472182,0.00007412399,0.00004090853,0.00003703906,0.00004495322,0.0001534663,0.00005124987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003040806,"about_ca_system_score_gemma":0.000017938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002814298,"about_ca_topic_score_gemma":0.000003071784,"domain_scores_codex":[0.9992617,0.00001149723,0.0001245197,0.0001363298,0.0001936737,0.0002722721],"domain_scores_gemma":[0.999633,0.0000128744,0.00002479832,0.0002422959,0.00001450194,0.00007258268],"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":[0.00001013152,0.00002712097,2.233374e-7,0.0001962479,0.0001092039,6.10091e-7,0.0000584545,0.000440078,0.9590937,0.0008893301,0.03408407,0.00509079],"study_design_scores_gemma":[0.0001961049,0.0000272958,0.000001171901,0.000133502,0.00001123226,3.255568e-7,0.00002143892,0.03019664,0.9663063,0.0005862776,0.002338402,0.0001813247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.666655,0.002561553,0.0008275486,0.00008993664,0.0004164065,0.0006177934,0.0002934387,0.0009652869,0.327573],"genre_scores_gemma":[0.9897583,0.0001940304,0.0001021253,0.000004816523,0.0000529149,0.00002234638,0.000007168565,0.0002802189,0.009578109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3231032,"threshold_uncertainty_score":0.6264765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488364810001881,"score_gpt":0.2036603520634143,"score_spread":0.1887767039633955,"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."}}