{"id":"W4313577251","doi":"10.18080/jtde.v10n4.650","title":"Towards an Australian Digital Communications Strategy","year":2022,"lang":"en","type":"article","venue":"Journal of Telecommunications and the Digital Economy","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Broadband; Telecommunications; Broadband networks; Digital economy; Digital ecosystem; Process (computing); Business; Engineering; Computer science; Knowledge management; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000221401,0.00009112799,0.0001668639,0.00009340555,0.0003698288,0.0005078195,0.001053087,0.00001829816,0.00005162546],"category_scores_gemma":[0.00001476078,0.0000707902,0.00009222933,0.0001143369,0.0002054246,0.0009651829,0.0002424465,0.0003706419,0.0000044149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005269103,"about_ca_system_score_gemma":0.00005176884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001314288,"about_ca_topic_score_gemma":0.00000503517,"domain_scores_codex":[0.9993993,0.00004408941,0.000351152,0.00002375577,0.00005565659,0.0001260162],"domain_scores_gemma":[0.9989549,0.0001237582,0.0001247889,0.0006708344,0.00004306784,0.00008264603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002044366,0.001097062,0.004048876,0.00006046837,0.001498658,0.000004270204,0.02645431,0.05703695,0.00005177839,0.3934662,0.02167088,0.4944061],"study_design_scores_gemma":[0.001257348,0.00024333,0.002095982,0.00000905778,0.00004498413,0.0005888189,0.01477794,0.00542427,0.00002325625,0.01956268,0.9557118,0.0002605335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5579028,0.002734097,0.0001933019,0.009980677,0.0001331547,0.0002393344,0.0002723385,0.00008231937,0.4284619],"genre_scores_gemma":[0.9990394,0.0003199964,0.0001234871,0.00009394379,0.00003477142,0.00001257725,0.00003539758,0.00001433903,0.0003261096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9340409,"threshold_uncertainty_score":0.4896916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02485966393200275,"score_gpt":0.2620593865168502,"score_spread":0.2371997225848474,"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."}}