{"id":"W1923596393","doi":"10.24908/pceea.v0i0.3717","title":"BIOMIMETIC DESIGN OF A MULTI-LAYERED DUST PROTECTION SYSTEM FOR OPTICAL INSTRUMENTS OPERATING IN THE LUNAR ENVIRONMENT","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Space Agency; University of Toronto; Carleton University; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Computer science; Actuator; Generator (circuit theory); Aerospace engineering; Closing (real estate); Field (mathematics); Mechanical engineering; Engineering; Artificial intelligence; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001613566,0.0002707431,0.0001729993,0.0002365617,0.0002652647,0.0003389021,0.0005826595,0.0004264844,0.0008501773],"category_scores_gemma":[0.0001964271,0.0001919799,0.0002058872,0.00009957304,0.0002395411,0.0002504474,0.0003376961,0.0002106114,0.0003990619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004020415,"about_ca_system_score_gemma":0.0006298117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004627705,"about_ca_topic_score_gemma":0.000835349,"domain_scores_codex":[0.9998419,0.00001434508,0.00001171752,0.00004480721,0.00006854735,0.00001871837],"domain_scores_gemma":[0.9998437,0.00001633525,0.00005018351,0.00002074279,0.00004859872,0.0000203807],"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":[0.00003132763,0.00002506977,0.0004288565,0.00008192429,0.000007792063,0.00009972158,0.00006389598,0.005028546,0.9744853,0.0009985047,0.0001468969,0.01860221],"study_design_scores_gemma":[0.00004385125,0.001315382,0.005917486,0.00003482655,0.00005443798,0.0007421638,0.0001189081,0.1369403,0.8260559,0.000730512,0.0279897,0.00005657033],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.35461,0.0005849508,0.6349809,0.0002978377,0.0001621663,0.0003075421,0.0001369137,0.001202066,0.007717589],"genre_scores_gemma":[0.7390323,0.000184743,0.2567465,0.00008403308,0.00001439476,0.0001807502,0.00006426483,0.00003893163,0.003654067],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008501773,"threshold_uncertainty_score":0.002917051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03024588880174814,"score_gpt":0.1907564723206657,"score_spread":0.1605105835189176,"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."}}