{"id":"W4288324282","doi":"","title":"Polymer Brushes on GaAs: A Promising Platform for Biosensing Applications","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Molecular Junctions and Nanostructures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Biosensor; Polymer; Materials science; Nanotechnology; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009257664,0.0002947463,0.0001698894,0.0001465137,0.0001580567,0.0005272871,0.0002126415,0.0003585246,0.002075882],"category_scores_gemma":[0.0001756754,0.0001812922,0.0001172762,0.0001683802,0.0001493474,0.0003474602,0.0002874769,0.0003357287,0.0007742119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001454067,"about_ca_system_score_gemma":0.0001242096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002367481,"about_ca_topic_score_gemma":0.000415125,"domain_scores_codex":[0.9999268,0.000009483664,0.000002944078,0.00001891149,0.00002794577,0.00001390199],"domain_scores_gemma":[0.9999514,0.00001587067,0.000009965196,0.000007052379,0.000007613218,0.000008129137],"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":[0.00002610902,0.000006752118,0.00005218058,0.000053029,0.000004796917,0.00005917996,0.00001347542,0.0002760805,0.9953727,0.0009187764,0.0001143863,0.003102576],"study_design_scores_gemma":[0.00001019184,0.00009320064,0.0005923993,0.00001144982,0.00001274262,0.0001117615,0.00002775025,0.003037811,0.9882988,0.000659395,0.007138169,0.000006255544],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9384778,0.008327703,0.03496817,0.0006405479,0.0002767524,0.00005978277,0.000270932,0.0003795522,0.01659869],"genre_scores_gemma":[0.9800264,0.002930402,0.006954147,0.00008172511,0.00002694566,0.00002343671,0.00007461109,0.00004403549,0.009838389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002075882,"threshold_uncertainty_score":0.006944537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099594139942994,"score_gpt":0.212516105027534,"score_spread":0.2015201636281041,"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."}}