{"id":"W4287180768","doi":"","title":"Tridimensional micro-nano structuration & functionalisation of substrates for sensitive & fast DEP/SPRI biochip system","year":2021,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Nanofabrication and Lithography Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Biochip; Nano-; Nanotechnology; Materials science; 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":[0.0001409856,0.0003039675,0.0002266409,0.000165978,0.000200613,0.0004402192,0.0003754089,0.0004828463,0.002499272],"category_scores_gemma":[0.0001782173,0.0002426582,0.000198419,0.00012571,0.0002198494,0.0003145669,0.0002629847,0.0004332617,0.001124157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002514576,"about_ca_system_score_gemma":0.0001116465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001911901,"about_ca_topic_score_gemma":0.000455105,"domain_scores_codex":[0.9998651,0.00001376376,0.000008776615,0.0000410982,0.00004871447,0.00002252947],"domain_scores_gemma":[0.9998561,0.00003665542,0.00003089621,0.00003997588,0.00002110123,0.00001525921],"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":[0.00001308456,0.000006618444,0.00004348414,0.00002044875,0.000001160231,0.00003201709,0.0000235129,0.0001434423,0.9981035,0.0001373901,0.0000695385,0.001405697],"study_design_scores_gemma":[0.000002512258,0.00004897664,0.0005280561,0.000002025471,0.000002027649,0.00008479103,0.00001689388,0.002249713,0.995819,0.00004277412,0.001198992,0.000004271527],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485314,0.001248274,0.04334966,0.0002267158,0.0001366054,0.00005344069,0.0004672251,0.0004848805,0.005501869],"genre_scores_gemma":[0.9450199,0.000795827,0.0462826,0.0001279756,0.00002740255,0.0001131449,0.0005716134,0.0001089468,0.00695258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002499272,"threshold_uncertainty_score":0.008360922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486102748910103,"score_gpt":0.2174929734678329,"score_spread":0.2026319459787319,"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."}}