{"id":"W3110065559","doi":"10.35925/j.multi.2020.4.21","title":"FTTH optikai hálózat tervezése","year":2020,"lang":"hu","type":"article","venue":"Multidiszciplináris Tudományok","topic":"Hungarian Social, Economic and Educational Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nickel Institute","funders":"","keywords":"Physics","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":[0.0009674274,0.0006677865,0.00103998,0.00007996933,0.002684796,0.0003832444,0.001087109,0.0004881381,0.004192026],"category_scores_gemma":[0.0009818771,0.0007277656,0.0006566068,0.0007385851,0.00114838,0.0005187255,0.0005911056,0.0006857366,0.008523307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005512381,"about_ca_system_score_gemma":0.0008736844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002753166,"about_ca_topic_score_gemma":0.0008269614,"domain_scores_codex":[0.9951714,0.0004440577,0.001095983,0.001276163,0.0006912808,0.001321096],"domain_scores_gemma":[0.9970873,0.0005510903,0.0005360565,0.0004311894,0.0002725814,0.001121759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002791252,0.001163289,0.1169066,0.0003176999,0.001306685,0.00004567701,0.5181583,0.0002827525,0.0001236624,0.02116864,0.3241865,0.01606111],"study_design_scores_gemma":[0.002451899,0.0002769351,0.0676499,0.0001347342,0.0003781774,0.000001843046,0.1463701,0.001418685,0.0001175595,0.0008787028,0.7784961,0.001825346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6820099,0.007933177,0.0008212732,0.1523075,0.007305853,0.002446318,0.0005853066,0.0007019688,0.1458887],"genre_scores_gemma":[0.9716406,0.002554362,0.001229121,0.00358616,0.008228442,0.00009601052,0.00006304047,0.00009898179,0.01250325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4543097,"threshold_uncertainty_score":0.9995173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1371082448278785,"score_gpt":0.3336805527762845,"score_spread":0.196572307948406,"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."}}