{"id":"W2992737586","doi":"","title":"\"DODEC\" speaker construction","year":2002,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Engineering and Information Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Welding; Structural engineering; Composite material; Materials science; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002876333,0.00004948399,0.00004532902,0.0001698113,0.00005807564,0.00004631188,0.0002498568,0.00006511784,0.00009234622],"category_scores_gemma":[0.00003793409,0.00005447258,0.00001242898,0.0002045767,0.00002917802,0.0001687405,0.00001490101,0.00008855683,0.0003988974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008297871,"about_ca_system_score_gemma":0.000029904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004844464,"about_ca_topic_score_gemma":0.0001774069,"domain_scores_codex":[0.999599,0.00000258095,0.00008766766,0.00007320226,0.00005410932,0.0001834283],"domain_scores_gemma":[0.9995548,0.000007883791,0.000017543,0.0002372178,0.00003596517,0.0001466589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[1.55539e-7,0.000008518015,0.0002560744,0.00002046578,0.00001617835,0.0000510434,0.0007114545,0.008781762,0.00112276,0.4971436,0.159953,0.331935],"study_design_scores_gemma":[0.00009616968,0.00001869386,0.001008958,0.000005186476,0.000002505569,0.0001214087,0.00003099292,0.9040205,0.0001886149,0.001069061,0.09328624,0.0001516459],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004442242,0.00005483021,0.9670701,0.001205318,0.0007021516,0.00003544848,0.00000482992,0.0002644155,0.02622065],"genre_scores_gemma":[0.9247545,0.00003034413,0.07389592,0.0007327391,0.00004535173,0.000001912028,0.000001447984,0.000004310022,0.0005334805],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9203122,"threshold_uncertainty_score":0.5127152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007478655515575068,"score_gpt":0.1550755467817062,"score_spread":0.1475968912661312,"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."}}