{"id":"W4404773856","doi":"10.24018/compute.2024.4.5.140","title":"Comparative Analysis of Power Consumption and Resource Utilization in Open-Source and Proprietary Media Players while using Raw Videos","year":2024,"lang":"en","type":"article","venue":"European Journal of Information Technologies and Computer Science","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Consumption (sociology); Open source; Power consumption; Resource (disambiguation); Power (physics); Computer science; Business; Environmental economics; Advertising; Economics; Operating system; Sociology; Computer network","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":[0.0004129975,0.0003955256,0.0003066641,0.000870183,0.0001861352,0.0006976201,0.0004507966,0.0002242906,0.002605013],"category_scores_gemma":[0.003724418,0.0001448051,0.000220757,0.0006219658,0.0001981698,0.0006243203,0.0003924645,0.000198604,0.0004948402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002269979,"about_ca_system_score_gemma":0.0001697549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001375453,"about_ca_topic_score_gemma":0.002456234,"domain_scores_codex":[0.9995226,0.0001023833,0.00003655988,0.0000978225,0.0001638864,0.00007687085],"domain_scores_gemma":[0.9984851,0.0008449089,0.0001599099,0.00009853006,0.0003097004,0.0001019157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004599118,0.001312586,0.2464152,0.001091149,0.0004066319,0.00129631,0.004712444,0.005641345,0.2667084,0.001039358,0.002393406,0.464384],"study_design_scores_gemma":[0.00006925427,0.003308734,0.8508079,0.00009599098,0.0003010259,0.001846981,0.004253899,0.0290428,0.1013694,0.0008693393,0.007915013,0.0001195505],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950514,0.0001315674,0.002443719,0.00002112618,0.000005850009,0.00003761515,0.0002009016,0.00009181986,0.002016061],"genre_scores_gemma":[0.9947184,0.0001358429,0.002540211,0.00002296081,0.000005647896,0.00006118342,0.0003322359,0.00005803767,0.002125424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002605013,"threshold_uncertainty_score":0.008714676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1323653508694537,"score_gpt":0.3570851872649791,"score_spread":0.2247198363955255,"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."}}