{"id":"W2899448978","doi":"10.1088/1361-6501/aaed01","title":"Lens-less PSD measurement of flexible link deflection","year":2018,"lang":"en","type":"article","venue":"Measurement Science and Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Space Agency; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; National Aeronautics and Space Administration","keywords":"Deflection (physics); Link (geometry); Lens (geology); Optics; Materials science; Physics; Computer science","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":[0.0002307798,0.0003035815,0.0003129892,0.0004442904,0.00015741,0.000358844,0.0005215926,0.000363523,0.001489532],"category_scores_gemma":[0.000714873,0.0001678199,0.00009921742,0.0004103651,0.0002374686,0.0004320471,0.0004892024,0.0003060251,0.0003740042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002214557,"about_ca_system_score_gemma":0.0002525067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004141135,"about_ca_topic_score_gemma":0.0007364408,"domain_scores_codex":[0.9993964,0.00005585665,0.0000163968,0.0001003771,0.0004019006,0.00002907491],"domain_scores_gemma":[0.9995926,0.0001138746,0.000077151,0.00005624096,0.0001375629,0.00002271348],"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":[0.00009673628,0.00002507903,0.001554175,0.00009986194,0.00001315383,0.00006113113,0.00005184798,0.0005365706,0.9634482,0.000296762,0.0002267168,0.0335898],"study_design_scores_gemma":[0.00003641494,0.0003829253,0.01386647,0.00001386193,0.00002683825,0.0005802956,0.0000553444,0.02548974,0.9566888,0.0002170821,0.002595026,0.00004728204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6822043,0.0008709931,0.309385,0.0001195956,0.00016545,0.00009901676,0.0003809461,0.00124667,0.005528031],"genre_scores_gemma":[0.9495863,0.0001619829,0.04836883,0.00006049063,0.00002671846,0.00003666669,0.0001106622,0.00002160051,0.00162677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001489532,"threshold_uncertainty_score":0.004982948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05411313429696522,"score_gpt":0.2603535120577212,"score_spread":0.206240377760756,"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."}}