{"id":"W4361017114","doi":"","title":"Densification of printed PZT thick films on SS substrates used for vibration energy harvestering","year":2017,"lang":"fr","type":"preprint","venue":"INRIA a CCSD electronic archive server","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Vibration; Energy (signal processing); Composite material; Piezoelectricity; Acoustics; Optoelectronics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004813543,0.000852131,0.001031059,0.0002341475,0.0003278352,0.0002280982,0.0008090582,0.0005361378,0.00008102481],"category_scores_gemma":[0.0003280142,0.0009450882,0.0003959348,0.00009566345,0.0002012178,0.0004340425,0.0002304184,0.0007165774,0.00002519932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003574183,"about_ca_system_score_gemma":0.0003376624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008379294,"about_ca_topic_score_gemma":0.004787249,"domain_scores_codex":[0.9960791,0.0002637992,0.001162265,0.0009937799,0.0003421479,0.001158897],"domain_scores_gemma":[0.9966598,0.0006109602,0.0009495494,0.00138022,0.0002318573,0.0001675927],"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":[0.0002734782,0.00007314749,0.0000485911,0.0006277454,0.000312423,0.000002913596,0.0004664503,0.3392688,0.4602039,0.1977009,0.00007542475,0.0009461512],"study_design_scores_gemma":[0.00154101,0.0005427675,0.004948965,0.00165923,0.0002280178,0.00001600623,0.00004965948,0.08011605,0.8334917,0.06195861,0.01427155,0.001176363],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8317678,0.0003276031,0.163567,0.000256285,0.002087594,0.0007829596,0.0002835717,0.0002747152,0.000652442],"genre_scores_gemma":[0.9872683,0.0005709525,0.007508737,0.00003977709,0.0004995064,0.0003432572,0.001494411,0.0002378347,0.002037242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3732879,"threshold_uncertainty_score":0.9992999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02438738041768488,"score_gpt":0.259073244826404,"score_spread":0.2346858644087191,"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."}}