{"id":"W4281830499","doi":"10.37775/eis.2022.1.3","title":"Jeges szárnyalak aerodinamikájának vizsgálata","year":2022,"lang":"hu","type":"article","venue":"Mérnöki és Informatikai Megoldások","topic":"Hungarian Social, Economic and Educational Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Savaria (Canada)","funders":"","keywords":"NAK; Humanities; Physics; Art; Engineering; Telecommunications","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003077962,0.0006224138,0.0008994932,0.0002950382,0.008409412,0.0005085113,0.001821334,0.0002658944,0.02337972],"category_scores_gemma":[0.0004288275,0.0007287327,0.000472547,0.001054401,0.001014249,0.001527897,0.001437402,0.001096816,0.003822989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001972159,"about_ca_system_score_gemma":0.001684617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003388835,"about_ca_topic_score_gemma":0.0008027798,"domain_scores_codex":[0.9942884,0.0005893789,0.001533472,0.0006275523,0.001403775,0.001557437],"domain_scores_gemma":[0.9970123,0.0005691062,0.0009736877,0.0007202764,0.0002244606,0.0005001658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007141183,0.0003442038,0.005299293,0.0001116251,0.0004311617,0.000009022003,0.2088238,0.0003163216,0.000003795555,0.1045238,0.6621085,0.01795702],"study_design_scores_gemma":[0.000610847,0.0001332939,0.004874719,0.00002633101,0.00009482614,0.00001049481,0.1884544,0.0001902747,0.000007219408,0.002367122,0.802485,0.0007454994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1346393,0.004521336,0.0000599789,0.02235827,0.01275376,0.001498226,0.0009953689,0.00042404,0.8227497],"genre_scores_gemma":[0.9112042,0.001623145,0.000300792,0.004377525,0.002445832,0.0004634661,0.0002723435,0.0000726041,0.07924014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7765649,"threshold_uncertainty_score":0.9995164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02379115903950576,"score_gpt":0.2770660962563894,"score_spread":0.2532749372168837,"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."}}