{"id":"W4399658220","doi":"10.1117/12.3020440","title":"Small-ELF Telescope opto-mechanical system: progress on design, manufacturing, and tensegrity prototyping","year":2024,"lang":"en","type":"article","venue":"","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dynamic Systems Analysis (Canada)","funders":"","keywords":"Rapid prototyping; Tensegrity; Telescope; Computer science; Engineering; Aerospace engineering; Mechanical engineering; Physics; Structural engineering; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002211555,0.0002205533,0.0002130595,0.00005834409,0.0001613678,0.0002634884,0.00007625951,0.00005665511,0.00004403878],"category_scores_gemma":[0.000001948495,0.000164926,0.00006875092,0.0000497521,0.00004872937,0.00007966153,0.00007800042,0.0002631541,0.00005633346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003835649,"about_ca_system_score_gemma":0.00003971717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004653032,"about_ca_topic_score_gemma":0.000001240763,"domain_scores_codex":[0.9988899,0.00005104981,0.0002013354,0.0004244708,0.0001293011,0.0003038936],"domain_scores_gemma":[0.9995734,0.00007081273,0.00003658939,0.0001729868,0.00003143472,0.0001147639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001448495,0.0002147011,0.0006030131,0.0005905385,0.0004037567,0.000130344,0.0002740331,0.00008193054,0.001581045,0.626028,0.0005895954,0.3693582],"study_design_scores_gemma":[0.002441704,0.001857079,0.002981005,0.006548823,0.0004659403,0.0001113535,0.00357131,0.321643,0.5930057,0.01508578,0.04912286,0.003165415],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.439993,0.0004729016,0.520134,0.0005660706,0.0006196493,0.0037406,0.0000258449,0.0006170476,0.0338308],"genre_scores_gemma":[0.9807574,0.000001805458,0.01807696,0.00002219206,0.0002939591,0.00005191728,0.000005617772,0.00003496849,0.0007552411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6109422,"threshold_uncertainty_score":0.6725487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03166222576848249,"score_gpt":0.2521340458650151,"score_spread":0.2204718200965326,"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."}}