{"id":"W4312601606","doi":"10.37867/te130201","title":"“A STUDY ON FINANCIAL PERFORMANCE OF SELECTED TELECOM COMPANIES IN INDIA”","year":2021,"lang":"en","type":"article","venue":"Towards Excellence","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Revenue; Telecommunications; Business; Finance; Telecom infrastructure sharing; Engineering; Geography","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":[0.0007847258,0.000266609,0.0001762897,0.002664039,0.001022364,0.001858759,0.0004388627,0.000636016,0.001620735],"category_scores_gemma":[0.002048147,0.0001273405,0.0004357205,0.004100142,0.0006243504,0.0008321044,0.0006437206,0.0007641016,0.0007406083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001519211,"about_ca_system_score_gemma":0.0009891117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01250882,"about_ca_topic_score_gemma":0.01623393,"domain_scores_codex":[0.9991292,0.0001444436,0.0001124341,0.00006707694,0.0002637898,0.0002829868],"domain_scores_gemma":[0.9957708,0.000634505,0.00168931,0.00007852666,0.00106629,0.000760563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001089952,0.0001419861,0.9803925,0.00007809819,0.0000473629,0.0007582523,0.00465982,0.0001803167,0.0004737381,0.0003529776,0.00204247,0.01076351],"study_design_scores_gemma":[0.000001585582,0.0001980362,0.9915801,0.00002492683,0.00001133128,0.0002861493,0.005486903,0.00008068379,0.0001941943,0.00002802548,0.002096264,0.00001190747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917158,0.0005509038,0.00005309623,0.000505809,0.00001758155,0.00001868439,0.0008131056,0.000007497862,0.006317453],"genre_scores_gemma":[0.9977179,0.0003466783,0.00006067505,0.0001389789,0.00002467975,0.00001003263,0.0005122633,0.000001658619,0.00118715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01250882,"threshold_uncertainty_score":0.024872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587434264762169,"score_gpt":0.2239412088150443,"score_spread":0.2080668661674226,"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."}}