{"id":"W3212752501","doi":"10.3389/fphy.2021.719441","title":"Fiber Optic Sensing in Spacecraft Engineering: An Historical Perspective From the European Space Agency","year":2021,"lang":"en","type":"article","venue":"Frontiers in Physics","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"MPB Technologies & Communications (Canada)","funders":"Canadian Space Agency; European Space Agency","keywords":"Spacecraft; Agency (philosophy); Perspective (graphical); Aerospace engineering; Systems engineering; Satellite; Space (punctuation); Optical fiber; Computer science; Space exploration; Remote sensing; Engineering; Telecommunications; Geology; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00357858,0.001034038,0.0007594393,0.003078646,0.001103485,0.003216567,0.0007275871,0.002596206,0.001942643],"category_scores_gemma":[0.002753979,0.000438793,0.0004672726,0.004255357,0.003857527,0.00517832,0.001596099,0.003782488,0.0009931041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00281426,"about_ca_system_score_gemma":0.002626329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002942681,"about_ca_topic_score_gemma":0.002918354,"domain_scores_codex":[0.9986188,0.0003854697,0.0001734498,0.0002821127,0.0004295798,0.0001105136],"domain_scores_gemma":[0.9973943,0.001597347,0.0002129465,0.00007075882,0.00060505,0.000119564],"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":[0.000163196,0.0001680382,0.001341751,0.01301351,0.00009121768,0.0007533595,0.002011318,0.001783094,0.003433943,0.2469299,0.06756997,0.6627406],"study_design_scores_gemma":[0.00000288927,0.00007126341,0.0009810713,0.004292901,0.00001700051,0.0005356342,0.0003648755,0.0001055888,0.0006280575,0.01131319,0.9816616,0.00002589785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006233526,0.9865441,0.0006569148,0.00384509,0.0008439536,0.000004057033,0.00002189619,0.000005857643,0.007454832],"genre_scores_gemma":[0.007657275,0.986279,0.000845494,0.002221348,0.001019185,0.000009044326,0.0000224088,0.000009126917,0.001937018],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00357858,"threshold_uncertainty_score":0.020419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009854852790822679,"score_gpt":0.2034104744235875,"score_spread":0.1935556216327648,"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."}}