{"id":"W6888896138","doi":"10.23817/2020.budstatpow","title":"Budowa statków powietrznychi system żeglugi powietrznej","year":2022,"lang":"pl","type":"book","venue":"Electronic Institutional Repository of the National Aviation University of Ukraine (National Aviation University, Ukraine)","topic":"Aerospace Engineering and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Airworthiness; Collision; Aviation; Aircraft maintenance; Terrain; Aviation safety; Inertial navigation system; Air navigation; Air traffic control","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001210288,0.0008265044,0.0008771126,0.001350608,0.002874302,0.00004962869,0.001865812,0.000663717,0.00042931],"category_scores_gemma":[0.0003070856,0.00105364,0.000993503,0.001869041,0.000810006,0.0008548255,0.0006055877,0.001601101,0.00006742085],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.015993,"about_ca_system_score_gemma":0.00686606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003605861,"about_ca_topic_score_gemma":0.00008960585,"domain_scores_codex":[0.9923797,0.0004032791,0.001102311,0.0009911094,0.004412635,0.0007109912],"domain_scores_gemma":[0.9933986,0.0006815078,0.001874458,0.0005285912,0.00328036,0.0002364486],"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":[0.0001852172,0.0003259496,0.0001938485,0.000451722,0.0009707721,0.0000129558,0.0006614536,0.3406859,0.001814002,0.6457862,0.008844604,0.00006736104],"study_design_scores_gemma":[0.006875345,0.0004978778,0.02291866,0.001062702,0.001346484,0.0003994037,0.001696877,0.09240856,0.0008778164,0.005475289,0.8637708,0.002670181],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04332526,0.0027826,0.09660418,0.01386048,0.007728437,0.007937377,0.01856904,0.002055073,0.8071375],"genre_scores_gemma":[0.9112538,0.0003365937,0.0008398532,0.00007313728,0.0005513566,0.000005116195,0.00247145,0.00008364011,0.08438502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8679286,"threshold_uncertainty_score":0.9991914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006377850164668151,"score_gpt":0.1728387703291785,"score_spread":0.1664609201645104,"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."}}