{"id":"W7062832684","doi":"","title":"Why is radio regulated?","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radio broadcasting; Radio wave; Bedroom; Radio spectrum; Radio frequency; Electric beacon; Radio communications; Suns in alchemy; Radio networks","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007821607,0.0005518258,0.0004826477,0.001460273,0.007572914,0.01373074,0.001224131,0.006259145,0.01516952],"category_scores_gemma":[0.01321836,0.0004028449,0.00055195,0.00123365,0.03706721,0.01114594,0.003932552,0.00910848,0.006633592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00866338,"about_ca_system_score_gemma":0.00602564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01367591,"about_ca_topic_score_gemma":0.006671357,"domain_scores_codex":[0.9904394,0.004050468,0.0002343092,0.001912934,0.002156253,0.001206493],"domain_scores_gemma":[0.9918114,0.004221939,0.0004747151,0.0007564435,0.001786236,0.0009492338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000086378,0.00000793158,0.0001726435,0.00003094268,0.000002976022,0.00004696768,0.001363161,0.00007446764,0.00007242447,0.9669217,0.02298804,0.008310029],"study_design_scores_gemma":[0.000008947327,0.00002110945,0.0006738938,0.0003070385,0.000008284274,0.000180317,0.001660826,0.0002859956,0.0001856428,0.3453624,0.6512733,0.00003228737],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006170373,0.02322997,0.02103682,0.2594663,0.004647102,0.00004871057,0.0001473059,0.0002141588,0.6850393],"genre_scores_gemma":[0.6651649,0.03345435,0.01108158,0.1270461,0.01095775,0.0003767797,0.0002052248,0.0005022462,0.151211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01516952,"threshold_uncertainty_score":0.06285757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005610437746880831,"score_gpt":0.1743993227623871,"score_spread":0.1687888850155063,"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."}}