{"id":"W2983530062","doi":"","title":"From Inter-crosslinked Bio-hybrid Gels to Carbohydrate Grafted Multilayered Siloxane Nanoparticles","year":2019,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Siloxane; Nanoparticle; Materials science; Chemical engineering; Nanotechnology; Polymer science; Polymer; Polymer chemistry; Composite material","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007560402,0.0009566899,0.001391227,0.0002832163,0.0005843599,0.00161198,0.003074623,0.0004779699,0.003467787],"category_scores_gemma":[0.001982897,0.001005833,0.0004690679,0.0006355848,0.0005401221,0.0003528449,0.003563062,0.0005400669,0.003703301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003573567,"about_ca_system_score_gemma":0.0004436391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03201958,"about_ca_topic_score_gemma":0.003948649,"domain_scores_codex":[0.9850952,0.00884652,0.001748755,0.002323135,0.0008484938,0.001137869],"domain_scores_gemma":[0.9889735,0.001473102,0.001243724,0.00502877,0.002555286,0.0007255902],"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":[0.0001014876,0.0007114254,0.0008939389,0.0001814686,0.0001486021,0.00002098485,0.01149753,0.0006456714,0.9756322,0.002215089,0.0008352791,0.007116341],"study_design_scores_gemma":[0.0008797832,0.000002005674,0.003035203,0.002224413,0.0002113996,0.000008103788,0.0002404918,0.008969247,0.9686062,0.001614872,0.01316765,0.001040583],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582682,0.0007999935,0.0225143,0.01039878,0.002867011,0.001347964,0.001779572,0.0003566433,0.001667532],"genre_scores_gemma":[0.9577801,0.0002709879,0.02421861,0.000307889,0.0001534504,0.0002060356,0.001500203,0.0001379814,0.01542481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02807093,"threshold_uncertainty_score":0.9994245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455986110805577,"score_gpt":0.2338184537479906,"score_spread":0.2192585926399348,"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."}}