{"id":"W2159275074","doi":"10.1109/imtc.2005.1604331","title":"An All-Fibre Optic Multifunctional Sensor Based on Large-Core Quartz-Polymer Microlens-Ended Fiber Pairs","year":2006,"lang":"en","type":"article","venue":"2005 IEEE Instrumentationand Measurement Technology Conference Proceedings","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Microlens; Materials science; Core (optical fiber); Optical fiber; Polymer; Quartz; Sensitivity (control systems); Evaporation; Optoelectronics; Optics; Lens (geology); Composite material; Electronic engineering","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":[0.0002678592,0.0005311805,0.0003553853,0.0006188111,0.000215228,0.0000879814,0.0003135889,0.0004174159,0.0003464682],"category_scores_gemma":[0.0000327544,0.0005582837,0.00008798053,0.0003869998,0.0001836682,0.0004377375,0.00001564364,0.0004706512,0.0001858081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000536261,"about_ca_system_score_gemma":0.0001082812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009583579,"about_ca_topic_score_gemma":0.00001813159,"domain_scores_codex":[0.9970528,0.00001023527,0.0005838194,0.0006806334,0.0008318392,0.0008406372],"domain_scores_gemma":[0.9988917,0.00002525582,0.0001592666,0.0002824475,0.0004966306,0.0001447337],"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":[0.0002013074,0.0006510545,0.01073104,0.000146626,0.0002068797,0.00001714709,0.0002521929,0.01261765,0.9544591,0.006796034,0.00630948,0.007611464],"study_design_scores_gemma":[0.006944838,0.0005849098,0.004155593,0.0003337476,0.0001937188,0.00008994206,0.002446014,0.1843535,0.7873697,0.001946324,0.009853693,0.001728084],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987026,0.0000926881,0.005436019,0.0009489087,0.0005041307,0.0007850077,0.00006238002,0.001812349,0.00333252],"genre_scores_gemma":[0.9815888,0.00001054373,0.01730325,0.0002202368,0.0001348324,0.0002528571,0.00008921134,0.00008520566,0.0003150392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1717358,"threshold_uncertainty_score":0.9996868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02558642302851696,"score_gpt":0.2376371763606939,"score_spread":0.2120507533321769,"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."}}