{"id":"W7057180433","doi":"","title":"Integrated and Flexible Piezoelectric Ultrasonic Transducers","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Piezoelectricity; Ultrasonic sensor; Transducer; Work (physics); Deformation (meteorology)","routes":{"ca_aff":false,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008036891,0.00008581136,0.00008990867,0.00007370688,0.00006385805,0.00004563038,0.00008236404,0.00001773495,0.1992975],"category_scores_gemma":[0.000002274744,0.0000758874,0.00003091119,0.0002578963,0.00003916422,0.00001257116,0.00001252173,0.0001198441,0.0000417566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004669623,"about_ca_system_score_gemma":0.00006284256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001088593,"about_ca_topic_score_gemma":0.0000321147,"domain_scores_codex":[0.9993317,0.00002296458,0.0001144755,0.0001629387,0.0001376135,0.0002303703],"domain_scores_gemma":[0.9997418,0.00004330567,0.00001837018,0.0001097893,0.00003460711,0.00005216471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001041827,0.00006521936,0.005324157,0.000005639859,0.00001012385,8.173989e-7,0.00002432668,0.000001167042,0.1051019,0.01760077,0.01946289,0.8523926],"study_design_scores_gemma":[0.004104413,0.0005054479,0.04003807,0.0000491191,0.00007763874,0.000004248593,0.0007766546,0.0193146,0.1106782,0.03634327,0.7872208,0.0008874812],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.452543,0.00002958611,0.001922065,0.0007681745,0.00002006294,0.000153096,0.000007823997,0.00002902283,0.5445272],"genre_scores_gemma":[0.9802778,0.000004455298,0.0004606787,0.00001873985,0.00006798699,0.00002391144,0.00002480702,0.000006995608,0.01911457],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.851505,"threshold_uncertainty_score":0.8014344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007560779749260444,"score_gpt":0.2271380763538632,"score_spread":0.2195772966046028,"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."}}