{"id":"W4404217616","doi":"10.1101/2024.11.09.24317036","title":"FREQUENCY SPECIFICITY OF NARROWBAND CHIRP AND 2-1-2 STIMULI: SPECTRAL ANALYSES","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Narrowband; Computer science; Physics; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001334866,0.0003718566,0.0005719678,0.0003669328,0.00002194553,0.0000469738,0.000385479,0.0004042675,0.00005204515],"category_scores_gemma":[0.0001247691,0.0003384398,0.0001384593,0.0002473713,0.0002187547,0.00002554734,0.0004989955,0.001028833,0.00001500262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000835034,"about_ca_system_score_gemma":0.00004191295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000525692,"about_ca_topic_score_gemma":0.00001657712,"domain_scores_codex":[0.9986148,0.00001851362,0.0004112087,0.0004224555,0.0002506208,0.0002823857],"domain_scores_gemma":[0.9991807,0.00007183138,0.00006721904,0.0005882386,0.00003876414,0.00005322765],"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":[0.00003518263,0.0002195556,0.104569,0.02327501,0.00411247,0.001477459,0.002385581,0.09357871,0.730499,0.0112939,0.01455574,0.01399846],"study_design_scores_gemma":[0.0007644323,0.0001994005,0.1311491,0.002844842,0.001529503,0.0001314684,0.0009527843,0.1826332,0.4138487,0.2612953,0.001193963,0.003457398],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730754,0.01948434,0.001180571,0.00005582012,0.0006696236,0.0002126896,0.0001730046,0.001019871,0.004128663],"genre_scores_gemma":[0.9945745,0.001172461,0.003957149,0.000002467555,0.0001409349,0.00001560042,0.000009981628,0.00006828579,0.00005863649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3166503,"threshold_uncertainty_score":0.9999068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04375403534470867,"score_gpt":0.2955415071959256,"score_spread":0.251787471851217,"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."}}