{"id":"W3196732304","doi":"10.2139/ssrn.3980601","title":"Characterization of High Latitude Radio Wave Propagation Over Canada","year":2021,"lang":"fr","type":"article","venue":"SSRN Electronic Journal","topic":"Radio Wave Propagation Studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Radio propagation; Geography; Telecommunications; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005687506,0.000246557,0.0003817611,0.00009040542,0.0001605048,0.00005369518,0.0001113091,0.0001164434,0.0002012386],"category_scores_gemma":[0.0001062577,0.0002771441,0.00009452807,0.0004055524,0.00004853293,0.0003801318,0.00003218037,0.001313413,0.000008411349],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004711867,"about_ca_system_score_gemma":0.00789693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03631775,"about_ca_topic_score_gemma":0.4064384,"domain_scores_codex":[0.9970123,0.0001507542,0.0006346786,0.0002098293,0.0005043471,0.001488067],"domain_scores_gemma":[0.9989456,0.000046443,0.0003085664,0.000193922,0.000416626,0.00008882792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009245612,0.0002794469,0.006874645,0.0008532823,0.00478414,0.0002328784,0.001549767,0.05227521,0.3506131,0.4613584,0.001033494,0.1200533],"study_design_scores_gemma":[0.008017397,0.0008242877,0.2172285,0.001639689,0.001631577,0.008575026,0.004115632,0.05636467,0.5174109,0.1174811,0.06346409,0.003247049],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8805633,0.02039546,0.0909603,0.004467781,0.002967346,0.0002094852,0.00006559565,0.00002844195,0.0003423556],"genre_scores_gemma":[0.9756861,0.01755572,0.0005396162,0.00004560359,0.0007814746,0.000005653857,0.00007868575,0.00005631316,0.00525088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3701207,"threshold_uncertainty_score":0.9999681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005806406876142625,"score_gpt":0.187837102789269,"score_spread":0.1820306959131264,"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."}}