{"id":"W7165519494","doi":"10.5281/zenodo.20794637","title":"The Transformative Impact of Digital Electronics on Modern Communication Networks","year":2020,"lang":"en","type":"article","venue":"Open MIND","topic":"Advanced Technologies and Applied Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Digital electronics; Electronics; Digital signal; Analog signal; Paradigm shift; Data transmission; Transmission (telecommunications); Transformative learning; Telecommunications network; Digital signal processing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006989198,0.0002436374,0.0001248125,0.000587527,0.0006369235,0.003090368,0.0002863464,0.0007573885,0.003314086],"category_scores_gemma":[0.001919319,0.0001730742,0.0001618583,0.0006151458,0.002726631,0.003760921,0.001461521,0.001330849,0.0004965452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269548,"about_ca_system_score_gemma":0.0005939323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009249891,"about_ca_topic_score_gemma":0.000702159,"domain_scores_codex":[0.9995301,0.0001500283,0.00001332473,0.00006697803,0.0001808389,0.00005865586],"domain_scores_gemma":[0.9989932,0.000540737,0.0001163574,0.0001181709,0.0001802652,0.00005122727],"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":[0.00002689144,0.00002350139,0.00167889,0.0001124774,0.00001180422,0.0002304838,0.0005642857,0.009044134,0.004368304,0.9205196,0.003515548,0.05990409],"study_design_scores_gemma":[0.00001159009,0.00008954235,0.004884843,0.0003781639,0.00002149139,0.0006115026,0.001161069,0.03029265,0.004025262,0.7288135,0.2296641,0.00004626182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.2954752,0.03439226,0.1998973,0.03761324,0.001770178,0.0000639868,0.0003974941,0.0004292319,0.429961],"genre_scores_gemma":[0.971184,0.00898718,0.01046211,0.00124029,0.0005163758,0.00002361602,0.00004350383,0.0000296361,0.007513281],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003314086,"threshold_uncertainty_score":0.0110867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03294637705407268,"score_gpt":0.3005634946704749,"score_spread":0.2676171176164022,"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."}}