{"id":"W6966873913","doi":"10.4224/40001878","title":"Preliminary operational utility assessment of the Amphitech AI-130 Obstacle Awareness System for military rotorcraft operations","year":2002,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obstacle; Key (lock); Work (physics); Measure (data warehouse)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001109898,0.000329261,0.0002916827,0.0006645436,0.0005257251,0.0004744582,0.000611609,0.0005683364,0.003460324],"category_scores_gemma":[0.002794006,0.0001426651,0.0001857817,0.0003406736,0.0002336679,0.0006509571,0.0003411758,0.0003037369,0.0006978874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006396777,"about_ca_system_score_gemma":0.0008796259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01308207,"about_ca_topic_score_gemma":0.02252601,"domain_scores_codex":[0.9993548,0.0001815168,0.00001834626,0.00005194254,0.000338425,0.00005494215],"domain_scores_gemma":[0.9979243,0.0005702324,0.00006797442,0.0001019187,0.001233308,0.0001023036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01627462,0.003407438,0.1940505,0.0005016049,0.0002268121,0.001280904,0.001014121,0.1381107,0.2116715,0.002132082,0.02570969,0.40562],"study_design_scores_gemma":[0.001156538,0.01770817,0.3625032,0.00006771726,0.0004364355,0.0007661917,0.002011401,0.4371306,0.1586878,0.0007752441,0.01862244,0.0001342618],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965196,0.00009212676,0.01559726,0.0003184155,0.00003546675,0.0005188475,0.001348271,0.0005800311,0.01631357],"genre_scores_gemma":[0.9893107,0.00004278474,0.00498078,0.00004688363,0.000008377114,0.00008056718,0.001227999,0.00003697513,0.004264868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01308207,"threshold_uncertainty_score":0.02601182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06180584712213142,"score_gpt":0.3478246735284904,"score_spread":0.286018826406359,"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."}}