{"id":"W4393971158","doi":"10.1002/9781119678892.ch16","title":"FIBER GRATING SENSORS","year":2024,"lang":"en","type":"other","venue":"","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Fiber; Materials science; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002985192,0.0008736665,0.0004110456,0.0009213563,0.0005488846,0.001066537,0.0009671481,0.001331618,0.01648916],"category_scores_gemma":[0.0004375899,0.0002709921,0.0002745722,0.0009084347,0.0003478538,0.001301611,0.0007289724,0.0007613497,0.0127838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005438682,"about_ca_system_score_gemma":0.0003038319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001402828,"about_ca_topic_score_gemma":0.002191803,"domain_scores_codex":[0.9992254,0.00003460746,0.00001707488,0.0001211744,0.0005540079,0.00004775867],"domain_scores_gemma":[0.9998116,0.00002813028,0.00001928567,0.00002223718,0.0001039068,0.00001482381],"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":[0.00007943194,0.0001106612,0.0006575222,0.001035765,0.00002270452,0.0002911216,0.0001975136,0.001632298,0.2398975,0.0368862,0.1409318,0.5782574],"study_design_scores_gemma":[0.00000816831,0.00006585903,0.0007802884,0.0001209539,0.00001226598,0.0006470166,0.00007011193,0.0036107,0.1091239,0.002842991,0.8826911,0.0000267596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02054734,0.07227167,0.1777697,0.002861014,0.003318093,0.0004887934,0.002322459,0.006179072,0.7142418],"genre_scores_gemma":[0.1322922,0.05162526,0.1646861,0.00217869,0.0007901099,0.0001887211,0.002025766,0.0005203776,0.6456927],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01648916,"threshold_uncertainty_score":0.05516171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008329786244045739,"score_gpt":0.2244152889641154,"score_spread":0.2160855027200697,"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."}}