{"id":"W7002500410","doi":"","title":"Novel Integrated Ultrasonic Sensors for Real-time Diagnosis of Injection Molding","year":2005,"lang":"en","type":"other","venue":"NPARC","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ultrasonic sensor; Molding (decorative); Ultrasound; Ultrasonic welding","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":[0.000445208,0.0004300278,0.0003223409,0.0005658935,0.0002267241,0.0007471062,0.0008427387,0.0008902373,0.01047483],"category_scores_gemma":[0.0009368043,0.0003789147,0.0001259555,0.0002922375,0.0002244444,0.0008464052,0.0004210722,0.0004960922,0.004300974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002926965,"about_ca_system_score_gemma":0.0003445038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002910266,"about_ca_topic_score_gemma":0.001236342,"domain_scores_codex":[0.9993246,0.00004359742,0.00002334174,0.0001084603,0.0004490332,0.00005101275],"domain_scores_gemma":[0.9994376,0.00009220096,0.00006437511,0.00005423452,0.0003059609,0.00004562211],"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":[0.0001611265,0.00008846158,0.0008905678,0.0001177325,0.00001163072,0.0001383919,0.00006068492,0.0003115535,0.8912668,0.0009264039,0.004376043,0.1016506],"study_design_scores_gemma":[0.00003292431,0.0001923744,0.002530074,0.00001212427,0.00002886597,0.0003717584,0.00003250646,0.01222902,0.9641255,0.0001494627,0.02027917,0.00001636359],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5310907,0.008279265,0.3657611,0.002106457,0.003125332,0.0007007449,0.0007688562,0.007439456,0.08072805],"genre_scores_gemma":[0.6999124,0.001638515,0.1760053,0.0004775434,0.0002207958,0.0001617146,0.0005666882,0.0002469775,0.12077],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01047483,"threshold_uncertainty_score":0.03504181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417853020075631,"score_gpt":0.2763167531191961,"score_spread":0.2621382229184397,"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."}}