{"id":"W6957969506","doi":"10.60692/5sqjf-qbc93","title":"Broadband Connectivity for Handheld Devices via LEO Satellites: Is Distributed Massive MIMO the Answer?","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Polytechnique Montréal; Carleton University","funders":"","keywords":"Broadband; Mobile device; MIMO; Satellite; Software deployment; Mobile broadband; Channel (broadcasting); Wireless broadband; Wireless","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":[0.00022066,0.0001613192,0.0001913435,0.0001203097,0.0001761509,0.0005586887,0.0002298433,0.0005434862,0.001460074],"category_scores_gemma":[0.00119431,0.00007362054,0.00007688517,0.0002526216,0.0003809524,0.001140071,0.0002747665,0.0004708367,0.0003325656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003573237,"about_ca_system_score_gemma":0.0001962874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009029442,"about_ca_topic_score_gemma":0.001336421,"domain_scores_codex":[0.9999244,0.00001762643,0.000001601502,0.0000146593,0.00002668224,0.00001504401],"domain_scores_gemma":[0.9996179,0.0002021383,0.00005322587,0.00003358678,0.00007074689,0.00002221079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004338059,0.0001590565,0.01689079,0.0008915979,0.0001114856,0.0006937271,0.0004683252,0.1207211,0.06786488,0.1461095,0.02014677,0.625509],"study_design_scores_gemma":[0.0001571707,0.001112449,0.01967867,0.0007777116,0.0001904484,0.001963048,0.002945396,0.60375,0.02813243,0.2290116,0.1121244,0.000156664],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4582074,0.04652341,0.398926,0.04059051,0.001166189,0.00005623987,0.0002588628,0.0006613649,0.05361002],"genre_scores_gemma":[0.9681551,0.01393989,0.01249663,0.00136667,0.0004074345,0.00001334429,0.00007107708,0.00001671603,0.003533141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001460074,"threshold_uncertainty_score":0.004884422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03445391388861346,"score_gpt":0.2033747046649638,"score_spread":0.1689207907763503,"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."}}