{"id":"W2625449569","doi":"10.4050/f-0070-2014-9666","title":"Comparative Bench Test Assessment of Medium Authority On-blade Actuation Technologies","year":2014,"lang":"en","type":"article","venue":"","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"","keywords":"Blade (archaeology); Test bench; Test (biology); Mechanical engineering; Engineering; Computer science; Geology","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":[0.0002426297,0.0001149894,0.0001905095,0.0001439234,0.00002566561,0.0000129729,0.0001868464,0.00009924332,0.00003959556],"category_scores_gemma":[0.000112927,0.0000984824,0.00002310547,0.0002122383,0.00005120788,0.00004134093,0.00003818703,0.0003071701,0.00002723781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008116936,"about_ca_system_score_gemma":0.00001537557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006000639,"about_ca_topic_score_gemma":0.000007444735,"domain_scores_codex":[0.9992431,0.00000857661,0.0001597377,0.0001229178,0.0002772176,0.0001884136],"domain_scores_gemma":[0.9992135,0.0004375774,0.00001740554,0.0002548255,0.00004507338,0.00003167424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004331187,0.000228546,0.003533846,0.0003557858,0.0001238402,0.000001352044,0.000421911,0.5548874,0.3658687,0.05547559,0.008031657,0.01106705],"study_design_scores_gemma":[0.0001792676,0.0001353264,0.02867434,0.00002285537,0.000005158987,5.003647e-7,0.0002107469,0.6119642,0.3570032,0.0006663345,0.0009889967,0.0001491502],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3753342,0.00004559793,0.4106065,0.0009381978,0.0003617684,0.0006276105,0.0000175591,0.003631078,0.2084375],"genre_scores_gemma":[0.9894259,0.00001233563,0.01040617,0.000002854737,0.0000240325,0.00004013487,0.000006625528,0.00001338037,0.00006856054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6140918,"threshold_uncertainty_score":0.4015996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02389227934850425,"score_gpt":0.315260203691524,"score_spread":0.2913679243430197,"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."}}