{"id":"W185144555","doi":"10.1007/978-1-4615-1231-8_3","title":"Acoustic Wave Study of Interfacially-Bound Proteins, Nucleic Acids and Blood Platelets","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Biosensor; Nucleic acid; Platelet; Biophysics; Adsorption; Chemistry; Polymer; Materials science; Biochemistry; Nanotechnology; Biology; Organic chemistry","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"],"consensus_categories":[],"category_scores_codex":[0.00006790854,0.0005785017,0.0007507062,0.0003387854,0.00004557437,0.00004086993,0.0002946627,0.0006859654,0.0006729427],"category_scores_gemma":[0.00002577213,0.0005422878,0.00007198709,0.00004412383,0.0001890598,0.00006564233,0.0001889686,0.0006721739,0.00004217756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006846237,"about_ca_system_score_gemma":0.00002717863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001405184,"about_ca_topic_score_gemma":0.000049662,"domain_scores_codex":[0.9983689,0.000006134771,0.000551433,0.0004162817,0.0003424732,0.0003147394],"domain_scores_gemma":[0.9991595,0.00005560155,0.00009442999,0.0005710596,0.00004862006,0.00007076385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007376435,0.003220193,0.0003522402,0.0121479,0.02439341,0.009835038,0.01045733,0.01907533,0.1557978,0.05668292,0.007421745,0.6998785],"study_design_scores_gemma":[0.05770173,0.04944152,0.003218329,0.01811793,0.02899454,0.006381725,0.02006358,0.08966151,0.146739,0.2924394,0.2395583,0.04768238],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.528161,0.00276903,0.000686352,0.00001233938,0.0002440308,0.002693881,0.0001370657,0.002417911,0.4628784],"genre_scores_gemma":[0.9702233,0.0007227017,0.0005526882,0.000006008749,0.00005190081,0.00003089037,0.00000736834,0.0001890142,0.02821614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.652196,"threshold_uncertainty_score":0.9997029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314567023594917,"score_gpt":0.1976482047930578,"score_spread":0.1845025345571086,"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."}}