{"id":"W4410204967","doi":"10.5840/symposium20252915","title":"Taylor Rogers’s NOA","year":2025,"lang":"en","type":"article","venue":"Symposium","topic":"Inertial Sensor and Navigation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002582793,0.00005650996,0.00005646312,0.00004046647,0.00002812048,0.00001427144,0.00005008302,0.00004323381,0.00004100258],"category_scores_gemma":[0.000003325995,0.00005646467,0.00002813849,0.0001263875,0.000007759931,0.00004266629,0.000007319677,0.00005640206,0.0001441379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003303264,"about_ca_system_score_gemma":0.000003340493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001669063,"about_ca_topic_score_gemma":0.000002939649,"domain_scores_codex":[0.9997018,0.000004873166,0.0000784367,0.00006147251,0.00004459259,0.0001088268],"domain_scores_gemma":[0.9998573,0.00000999495,0.000004374347,0.00009447734,0.00001471873,0.00001910646],"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":[0.0000126484,0.00001789451,0.0008562335,0.0001018186,0.00005219582,0.000006043366,0.0003262987,0.01771269,0.9457456,0.007907413,0.02096185,0.006299306],"study_design_scores_gemma":[0.0005071897,0.00002200976,0.001733159,0.00004275149,0.00003767251,0.000002617617,0.00004140604,0.05912483,0.8343684,0.000793792,0.1030448,0.0002813229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4436732,0.000363446,0.006080963,0.001239415,0.003325201,0.0002321495,0.00000888764,0.0009525393,0.5441242],"genre_scores_gemma":[0.9981641,0.0000089777,0.00007366957,0.00009608395,0.00009062458,0.000006570869,0.000007740838,0.000008514367,0.001543773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5544908,"threshold_uncertainty_score":0.2302562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003625164145753017,"score_gpt":0.2044940451213739,"score_spread":0.2008688809756209,"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."}}