{"id":"W1622076519","doi":"","title":"AN ACOUSTIC DEMONSTRATION MODEL FOR CW AND PULSED SPECTROSOCOPY EXPERIMENTS","year":2009,"lang":"en","type":"article","venue":"The Knowledge Bank (The Ohio State University)","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acoustics; Computer science; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001000361,0.0001687932,0.0001319001,0.0001152846,0.000283154,0.0000370093,0.0003845794,0.00007353188,0.000004744724],"category_scores_gemma":[0.00001543907,0.000127033,0.00003942817,0.0002152381,0.0001412299,0.000178606,0.00003364168,0.0001494829,0.000008545335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492383,"about_ca_system_score_gemma":0.00002889001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.464993e-7,"about_ca_topic_score_gemma":0.00001626418,"domain_scores_codex":[0.9993495,0.00002563075,0.00009848049,0.0001734528,0.00007512436,0.0002777701],"domain_scores_gemma":[0.9994877,0.00007509829,0.00002895819,0.0003094153,0.00004957,0.00004924049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002279032,0.0002225905,0.00003956144,0.00008582371,0.0001860521,0.00002121737,0.008240232,0.4325597,0.4655146,0.02325136,0.001589271,0.06806172],"study_design_scores_gemma":[0.0004641207,0.00009583341,0.0001655945,0.00001091654,0.00006007043,0.000003279933,0.0007372965,0.9805267,0.01270994,0.004502515,0.0005473456,0.0001763423],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3558647,0.0004115986,0.634527,0.0001759508,0.00008905242,0.0007202377,0.00002709106,0.0007520861,0.007432368],"genre_scores_gemma":[0.9978716,0.0001360766,0.001116116,0.00001195699,0.00002777963,0.000002562662,0.000004637635,0.00001909528,0.0008102172],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6420069,"threshold_uncertainty_score":0.5180256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587630683943536,"score_gpt":0.2322848143052776,"score_spread":0.2164085074658423,"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."}}