{"id":"W1511026966","doi":"10.1002/0470030453.ch6","title":"New Air‐interface Technologies and Deployment Concepts","year":2006,"lang":"en","type":"other","venue":"","topic":"Satellite Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Air interface; Software deployment; Broadband; Interface (matter); MIMO; Computer science; Domain (mathematical analysis); Telecommunications; Resource (disambiguation); Channel (broadcasting); Systems engineering; Computer network; Engineering; Wireless; Software engineering; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.00002231654,0.0001699786,0.0001834999,0.000116828,0.00000735088,0.00001875702,0.0002510209,0.0002318522,0.000217949],"category_scores_gemma":[0.000003123941,0.0001554966,0.00001916679,0.00006379136,0.00003024907,0.00001503746,0.0000817203,0.0001182157,0.000169468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003548676,"about_ca_system_score_gemma":0.000005791714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004534838,"about_ca_topic_score_gemma":0.0005336794,"domain_scores_codex":[0.9995501,0.000008117496,0.0001357659,0.0001228045,0.00007051929,0.0001126941],"domain_scores_gemma":[0.9993777,0.00001867705,0.00003049375,0.0005470801,0.000005097097,0.00002100427],"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":[1.836745e-7,0.000001509456,0.0000491651,0.00004574889,0.00003928063,5.055739e-7,0.00001908989,0.0000350469,0.00009063766,0.0002273338,0.9618025,0.03768896],"study_design_scores_gemma":[0.00009465918,0.000003999109,0.00001521012,0.0001130924,0.000005396217,0.000003599951,0.0001213217,0.00007734761,0.001662104,0.00002301569,0.997712,0.0001682446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006043318,0.08832181,0.01165583,0.00005616317,0.0001822783,0.0002046527,0.000004613826,0.005603809,0.8939648],"genre_scores_gemma":[0.00647699,0.003938651,0.008128153,0.00000925288,0.00005602317,0.00001797097,0.000007199759,0.0003846169,0.9809812],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08701634,"threshold_uncertainty_score":0.6340966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522041073193686,"score_gpt":0.2591058348763738,"score_spread":0.2438854241444369,"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."}}