{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007652795,0.0002689492,0.0003114456,0.00007350501,0.00002802118,0.00004165329,0.0002167046,0.0003535724,0.1760284],"category_scores_gemma":[0.00001990697,0.0002795987,0.0001147196,0.00001251669,0.00004785424,1.583936e-7,0.00003691855,0.0001884293,0.01358168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005015346,"about_ca_system_score_gemma":0.000007336394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002337242,"about_ca_topic_score_gemma":0.00169343,"domain_scores_codex":[0.9989234,0.00001312128,0.000420613,0.0001204139,0.0002488502,0.000273557],"domain_scores_gemma":[0.9993744,0.00003361902,0.0001328344,0.0003205741,0.000046447,0.00009215678],"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":[0.000006012101,0.000008212443,0.000002148053,0.0002743958,0.00007809154,0.00001221168,0.00005890865,0.002329967,7.374189e-7,0.000008614206,0.99598,0.001240746],"study_design_scores_gemma":[0.0002269056,0.00002782147,0.000007166499,0.0001541947,0.00003336278,0.00001868512,0.00001783381,0.001566568,0.00003285013,0.000005411943,0.9976152,0.0002940054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001459476,0.0002975391,9.354621e-7,0.00008442064,0.0004582431,0.000193379,0.0001345145,0.001353959,0.9973311],"genre_scores_gemma":[0.0004542332,0.0005262581,0.0002710741,0.0002331031,0.0001361215,0.000009568969,0.00004730391,0.0003847636,0.9979376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1624467,"threshold_uncertainty_score":0.9999656,"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."}}