{"id":"W4416882507","doi":"10.37665/ppvoblq72363","title":"Mil/Aero MEMS: Benefits and Barriers","year":2002,"lang":"","type":"article","venue":"Pan Pacific Symposium","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Software deployment; Reliability (semiconductor); Key (lock); Work (physics); Risk management","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":[0.003859638,0.0003282865,0.0002585898,0.0005048689,0.001248922,0.004108622,0.0007287915,0.002265167,0.008910129],"category_scores_gemma":[0.00383899,0.0002121486,0.000145639,0.0003618213,0.00183533,0.004646558,0.002051905,0.002137125,0.001815643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008952718,"about_ca_system_score_gemma":0.001443774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001547933,"about_ca_topic_score_gemma":0.001595202,"domain_scores_codex":[0.9982927,0.0003819614,0.00006370108,0.00009683205,0.0009319381,0.0002328565],"domain_scores_gemma":[0.9970214,0.00136604,0.0002002126,0.0002159763,0.0009603244,0.0002359894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001438973,0.00009695072,0.001167879,0.00061858,0.00001175649,0.0003132522,0.0006196318,0.001821997,0.007787494,0.7915862,0.03569386,0.1601386],"study_design_scores_gemma":[0.00003119482,0.0003085079,0.003916775,0.001319085,0.00002483441,0.000723513,0.00410057,0.006594435,0.01069918,0.3152321,0.656976,0.00007386874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08891408,0.05035192,0.04048768,0.3118567,0.003022216,0.0002296879,0.0002515114,0.0004192273,0.5044671],"genre_scores_gemma":[0.8685079,0.03034246,0.02175749,0.01705721,0.001613967,0.0002274879,0.0001045391,0.0001140338,0.06027496],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008910129,"threshold_uncertainty_score":0.02980733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228829050092025,"score_gpt":0.1960985447643907,"score_spread":0.1838102542634704,"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."}}