{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004072643,0.0007200032,0.0002509144,0.0005538244,0.001431576,0.0009910926,0.000747961,0.0006905543,0.09847154],"category_scores_gemma":[0.0009632243,0.0003758535,0.0002999642,0.0003757716,0.0004619329,0.0008060314,0.001953921,0.001366433,0.0276741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000752233,"about_ca_system_score_gemma":0.001310778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009935405,"about_ca_topic_score_gemma":0.01648106,"domain_scores_codex":[0.9994942,0.00006169666,0.00002285722,0.0001588863,0.0001791274,0.00008321653],"domain_scores_gemma":[0.9996083,0.00002289301,0.000009889384,0.0001002462,0.0002219526,0.00003661025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003895053,0.00008555529,0.001464406,0.0002378726,0.00002207291,0.0004930627,0.001554313,0.001916864,0.07876103,0.1468394,0.2205216,0.5477143],"study_design_scores_gemma":[0.00003134219,0.00004893417,0.001149719,0.00004300047,0.00001845389,0.000492824,0.000386087,0.004535254,0.02980112,0.004688167,0.9587702,0.0000350007],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02225835,0.0002232233,0.4880627,0.0008277073,0.001785728,0.0006600471,0.004401968,0.01512941,0.4666507],"genre_scores_gemma":[0.1877822,0.0002590797,0.4045173,0.0006777116,0.0001704987,0.0007073142,0.00926951,0.005389391,0.3912269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09847154,"threshold_uncertainty_score":0.3294201,"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."}}