{"id":"W3124079561","doi":"","title":"The Financial Performance of Global Information and Communication Technology Companies","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Business; Finance; Financial system; Accounting; Industrial organization","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":[0.0007214325,0.0002571528,0.0002040949,0.002419803,0.0002152825,0.001243348,0.0002239258,0.0005262175,0.001433582],"category_scores_gemma":[0.003052694,0.00009972831,0.0002204611,0.002872091,0.0003152291,0.001040695,0.000773641,0.0003900662,0.0006049849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004224784,"about_ca_system_score_gemma":0.0002176183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005360034,"about_ca_topic_score_gemma":0.006564682,"domain_scores_codex":[0.9996303,0.00005309613,0.00004115915,0.00006215861,0.00009785507,0.0001154786],"domain_scores_gemma":[0.9948862,0.0005224015,0.00349107,0.0001141151,0.0005048754,0.0004812779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002204237,0.00002582774,0.9954496,0.000008488451,0.00003640621,0.00005521068,0.00008648317,0.0001834561,0.00008367556,0.00007896717,0.0005442509,0.00342558],"study_design_scores_gemma":[9.127742e-7,0.00002985629,0.9990041,0.000005605141,0.000009545729,0.00006078312,0.0001292194,0.0001394477,0.00007987124,0.00002679518,0.0005106102,0.00000332529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955165,0.0004528737,0.00005771422,0.0002478862,0.00000910892,0.000004359513,0.001849066,0.00000771123,0.001854718],"genre_scores_gemma":[0.9967617,0.0002815559,0.00003285533,0.00005193668,0.00002176956,0.000003111565,0.002379552,0.00000146346,0.0004661254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005360034,"threshold_uncertainty_score":0.01065767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007820568886565996,"score_gpt":0.1983044129839614,"score_spread":0.1904838440973954,"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."}}